Struct MachineSpec

#[non_exhaustive]
pub struct MachineSpec {
    pub machine_type: String,
    pub accelerator_type: AcceleratorType,
    pub accelerator_count: i32,
    pub tpu_topology: String,
    pub reservation_affinity: Option<ReservationAffinity>,
    /* private fields */
}

Specification of a single machine.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

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: AcceleratorType

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

accelerator_count: i32

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: Option<ReservationAffinity>

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

Implementations

impl MachineSpec

pub fn new() -> Self

pub fn set_machine_type<T: Into<String>>(self, v: T) -> Self

Sets the value of machine_type.

pub fn set_accelerator_type<T: Into<AcceleratorType>>(self, v: T) -> Self

Sets the value of accelerator_type.

pub fn set_accelerator_count<T: Into<i32>>(self, v: T) -> Self

Sets the value of accelerator_count.

pub fn set_tpu_topology<T: Into<String>>(self, v: T) -> Self

Sets the value of tpu_topology.

pub fn set_reservation_affinity<T: Into<Option<ReservationAffinity>>>( self, v: T, ) -> Self

Sets the value of reservation_affinity.

Trait Implementations

impl Clone for MachineSpec

fn clone(&self) -> MachineSpec

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for MachineSpec

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for MachineSpec

fn default() -> MachineSpec

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for MachineSpec

where MachineSpec: Default,

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Message for MachineSpec

fn typename() -> &'static str

The typename of this message.

impl PartialEq for MachineSpec

fn eq(&self, other: &MachineSpec) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for MachineSpec

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for MachineSpec