Struct google_api_proto::google::cloud::aiplatform::v1beta1::nas_job_spec::MultiTrialAlgorithmSpec

pub struct MultiTrialAlgorithmSpec {
    pub multi_trial_algorithm: i32,
    pub metric: Option<MetricSpec>,
    pub search_trial_spec: Option<SearchTrialSpec>,
    pub train_trial_spec: Option<TrainTrialSpec>,
}

The spec of multi-trial Neural Architecture Search (NAS).

Fields

multi_trial_algorithm: i32

The multi-trial Neural Architecture Search (NAS) algorithm type. Defaults to REINFORCEMENT_LEARNING.

metric: Option<MetricSpec>

Metric specs for the NAS job. Validation for this field is done at multi_trial_algorithm_spec field.

search_trial_spec: Option<SearchTrialSpec>

Required. Spec for search trials.

train_trial_spec: Option<TrainTrialSpec>

Spec for train trials. Top N [TrainTrialSpec.max_parallel_trial_count] search trials will be trained for every M [TrainTrialSpec.frequency] trials searched.

Implementations

impl MultiTrialAlgorithmSpec

pub fn multi_trial_algorithm(&self) -> MultiTrialAlgorithm

Returns the enum value of multi_trial_algorithm, or the default if the field is set to an invalid enum value.

pub fn set_multi_trial_algorithm(&mut self, value: MultiTrialAlgorithm)

Sets multi_trial_algorithm to the provided enum value.

Trait Implementations

impl Clone for MultiTrialAlgorithmSpec

fn clone(&self) -> MultiTrialAlgorithmSpec

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for MultiTrialAlgorithmSpec

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

Formats the value using the given formatter.

impl Default for MultiTrialAlgorithmSpec

fn default() -> Self

Returns the “default value” for a type.

impl Message for MultiTrialAlgorithmSpec

fn encoded_len(&self) -> usize

Returns the encoded length of the message without a length delimiter.

fn clear(&mut self)

Clears the message, resetting all fields to their default.

fn encode(&self, buf: &mut impl BufMut) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message to a buffer.

fn encode_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message to a newly allocated buffer.

fn encode_length_delimited( &self, buf: &mut impl BufMut, ) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message with a length-delimiter to a buffer.

fn encode_length_delimited_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message with a length-delimiter to a newly allocated buffer.

fn decode(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes an instance of the message from a buffer.

fn decode_length_delimited(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes a length-delimited instance of the message from the buffer.

fn merge(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes an instance of the message from a buffer, and merges it into self.

fn merge_length_delimited(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes a length-delimited instance of the message from buffer, and merges it into self.

impl PartialEq for MultiTrialAlgorithmSpec

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

This method tests for self and other values to be equal, and is used by ==.

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

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

impl StructuralPartialEq for MultiTrialAlgorithmSpec