Struct GoogleCloudAiplatformV1ActiveLearningConfig

pub struct GoogleCloudAiplatformV1ActiveLearningConfig {
    pub training_config: Option<GoogleCloudAiplatformV1TrainingConfig>,
    pub sample_config: Option<GoogleCloudAiplatformV1SampleConfig>,
    pub max_data_item_count: Option<i64>,
    pub max_data_item_percentage: Option<i32>,
}

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.

This type is not used in any activity, and only used as part of another schema.

Fields

training_config: Option<GoogleCloudAiplatformV1TrainingConfig>

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.

sample_config: Option<GoogleCloudAiplatformV1SampleConfig>

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

max_data_item_count: Option<i64>

Max number of human labeled DataItems.

max_data_item_percentage: Option<i32>

Max percent of total DataItems for human labeling.

Trait Implementations

impl Clone for GoogleCloudAiplatformV1ActiveLearningConfig

fn clone(&self) -> GoogleCloudAiplatformV1ActiveLearningConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GoogleCloudAiplatformV1ActiveLearningConfig

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

Formats the value using the given formatter.

impl Default for GoogleCloudAiplatformV1ActiveLearningConfig

fn default() -> GoogleCloudAiplatformV1ActiveLearningConfig

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GoogleCloudAiplatformV1ActiveLearningConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GoogleCloudAiplatformV1ActiveLearningConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Part for GoogleCloudAiplatformV1ActiveLearningConfig