Struct gapi_grpc::google::cloud::aiplatform::v1beta1::study_spec::DecayCurveAutomatedStoppingSpec

pub struct DecayCurveAutomatedStoppingSpec {
    pub use_elapsed_duration: bool,
}

The decay curve automated stopping rule builds a Gaussian Process Regressor to predict the final objective value of a Trial based on the already completed Trials and the intermediate measurements of the current Trial. Early stopping is requested for the current Trial if there is very low probability to exceed the optimal value found so far.

Fields

use_elapsed_duration: bool

True if [Measurement.elapsed_duration][google.cloud.aiplatform.v1beta1.Measurement.elapsed_duration] is used as the x-axis of each Trials Decay Curve. Otherwise, [Measurement.step_count][google.cloud.aiplatform.v1beta1.Measurement.step_count] will be used as the x-axis.

Trait Implementations

impl Clone for DecayCurveAutomatedStoppingSpec

fn clone(&self) -> DecayCurveAutomatedStoppingSpec

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for DecayCurveAutomatedStoppingSpec

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

Formats the value using the given formatter.

impl Default for DecayCurveAutomatedStoppingSpec

fn default() -> DecayCurveAutomatedStoppingSpec

Returns the “default value” for a type.

impl Message for DecayCurveAutomatedStoppingSpec

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<DecayCurveAutomatedStoppingSpec> for DecayCurveAutomatedStoppingSpec

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

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

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

This method tests for !=.

impl StructuralPartialEq for DecayCurveAutomatedStoppingSpec