Struct gapi_grpc::google::cloud::aiplatform::v1beta1::ActiveLearningConfig

pub struct ActiveLearningConfig {
    pub sample_config: Option<SampleConfig>,
    pub training_config: Option<TrainingConfig>,
    pub human_labeling_budget: Option<HumanLabelingBudget>,
}

Parameters that configure the active learning pipeline. Active learning will label the data incrementally by several iterations. For every iteration, it will select a batch of data based on the sampling strategy.

Fields

sample_config: Option<SampleConfig>

Active learning data sampling config. For every active learning labeling iteration, it will select a batch of data based on the sampling strategy.

training_config: Option<TrainingConfig>

CMLE training config. For every active learning labeling iteration, system will train a machine learning model on CMLE. The trained model will be used by data sampling algorithm to select DataItems.

human_labeling_budget: Option<HumanLabelingBudget>

Required. Max human labeling DataItems. The rest part will be labeled by machine.

Trait Implementations

impl Clone for ActiveLearningConfig

fn clone(&self) -> ActiveLearningConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for ActiveLearningConfig

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

Formats the value using the given formatter.

impl Default for ActiveLearningConfig

fn default() -> ActiveLearningConfig

Returns the “default value” for a type.

impl Message for ActiveLearningConfig

fn encode_raw<B>(&self, buf: &mut B) where
    B: BufMut, 

fn merge_field<B>(
    &mut self,
    tag: u32,
    wire_type: WireType,
    buf: &mut B,
    ctx: DecodeContext
) -> Result<(), DecodeError> where
    B: Buf, 

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.

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

Encodes the message to a buffer.

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

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

pub fn decode<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

Decodes an instance of the message from a buffer.

pub fn decode_length_delimited<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

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

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

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

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

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

impl PartialEq<ActiveLearningConfig> for ActiveLearningConfig

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

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

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

This method tests for !=.

impl StructuralPartialEq for ActiveLearningConfig