Struct google_api_proto::google::cloud::aiplatform::v1beta1::StudySpec

pub struct StudySpec {
    pub metrics: Vec<MetricSpec>,
    pub parameters: Vec<ParameterSpec>,
    pub algorithm: i32,
    pub observation_noise: i32,
    pub measurement_selection_type: i32,
    pub transfer_learning_config: Option<TransferLearningConfig>,
    pub study_stopping_config: Option<StudyStoppingConfig>,
    pub automated_stopping_spec: Option<AutomatedStoppingSpec>,
}

Represents specification of a Study.

Fields

metrics: Vec<MetricSpec>

Required. Metric specs for the Study.

parameters: Vec<ParameterSpec>

Required. The set of parameters to tune.

algorithm: i32

The search algorithm specified for the Study.

observation_noise: i32

The observation noise level of the study. Currently only supported by the Vertex AI Vizier service. Not supported by HyperparameterTuningJob or TrainingPipeline.

measurement_selection_type: i32

Describe which measurement selection type will be used

transfer_learning_config: Option<TransferLearningConfig>

The configuration info/options for transfer learning. Currently supported for Vertex AI Vizier service, not HyperParameterTuningJob

study_stopping_config: Option<StudyStoppingConfig>

Conditions for automated stopping of a Study. Enable automated stopping by configuring at least one condition.

automated_stopping_spec: Option<AutomatedStoppingSpec>

Implementations

impl StudySpec

pub fn algorithm(&self) -> Algorithm

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

pub fn set_algorithm(&mut self, value: Algorithm)

Sets algorithm to the provided enum value.

pub fn observation_noise(&self) -> ObservationNoise

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

pub fn set_observation_noise(&mut self, value: ObservationNoise)

Sets observation_noise to the provided enum value.

pub fn measurement_selection_type(&self) -> MeasurementSelectionType

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

pub fn set_measurement_selection_type( &mut self, value: MeasurementSelectionType, )

Sets measurement_selection_type to the provided enum value.

Trait Implementations

impl Clone for StudySpec

fn clone(&self) -> StudySpec

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for StudySpec

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

Formats the value using the given formatter.

impl Default for StudySpec

fn default() -> Self

Returns the “default value” for a type.

impl Message for StudySpec

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 StudySpec

fn eq(&self, other: &StudySpec) -> 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 StudySpec