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    Google Cloud Ai Platform V1 Client - Class MachineSpec (1.35.0)

    Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class MachineSpec.

    Specification of a single machine.

    Generated from protobuf message google.cloud.aiplatform.v1.MachineSpec

    Namespace

    Google \ Cloud \ AIPlatform \ V1

    Methods

    __construct

    Constructor.

    Parameters
    Name
    Description
    data
    array

    Optional. Data for populating the Message object.

    ↳ machine_type
    string

    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.

    ↳ accelerator_type
    int

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

    ↳ accelerator_count
    int

    The number of accelerators to attach to the machine.

    ↳ tpu_topology
    string

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

    ↳ reservation_affinity
    ReservationAffinity

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

    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.

    Returns
    Type
    Description
    string

    setMachineType

    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.

    Parameter
    Name
    Description
    var
    string
    Returns
    Type
    Description
    $this

    getAcceleratorType

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

    Returns
    Type
    Description
    int

    setAcceleratorType

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

    Parameter
    Name
    Description
    var
    int
    Returns
    Type
    Description
    $this

    getAcceleratorCount

    The number of accelerators to attach to the machine.

    Returns
    Type
    Description
    int

    setAcceleratorCount

    The number of accelerators to attach to the machine.

    Parameter
    Name
    Description
    var
    int
    Returns
    Type
    Description
    $this

    getTpuTopology

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

    Returns
    Type
    Description
    string

    setTpuTopology

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

    Parameter
    Name
    Description
    var
    string
    Returns
    Type
    Description
    $this

    getReservationAffinity

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

    Returns
    Type
    Description
    ReservationAffinity |null

    hasReservationAffinity

    clearReservationAffinity

    setReservationAffinity

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

    Parameter
    Name
    Description
    var
    ReservationAffinity
    Returns
    Type
    Description
    $this
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