Struct gapi_grpc::google::cloud::ml::v1::HyperparameterOutput

pub struct HyperparameterOutput {
    pub trial_id: String,
    pub hyperparameters: HashMap<String, String>,
    pub final_metric: Option<HyperparameterMetric>,
    pub all_metrics: Vec<HyperparameterMetric>,
}

Represents the result of a single hyperparameter tuning trial from a training job. The TrainingOutput object that is returned on successful completion of a training job with hyperparameter tuning includes a list of HyperparameterOutput objects, one for each successful trial.

Fields

trial_id: String

The trial id for these results.

hyperparameters: HashMap<String, String>

The hyperparameters given to this trial.

final_metric: Option<HyperparameterMetric>

The final objective metric seen for this trial.

all_metrics: Vec<HyperparameterMetric>

All recorded object metrics for this trial.

Trait Implementations

impl Clone for HyperparameterOutput

fn clone(&self) -> HyperparameterOutput

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for HyperparameterOutput

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

Formats the value using the given formatter.

impl Default for HyperparameterOutput

fn default() -> HyperparameterOutput

Returns the “default value” for a type.

impl Message for HyperparameterOutput

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<HyperparameterOutput> for HyperparameterOutput

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

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

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

This method tests for !=.

impl StructuralPartialEq for HyperparameterOutput