Struct google_api_proto::google::cloud::bigquery::v2::model::training_run::IterationResult

pub struct IterationResult {
    pub index: Option<i32>,
    pub duration_ms: Option<i64>,
    pub training_loss: Option<f64>,
    pub eval_loss: Option<f64>,
    pub learn_rate: f64,
    pub cluster_infos: Vec<ClusterInfo>,
    pub arima_result: Option<ArimaResult>,
    pub principal_component_infos: Vec<PrincipalComponentInfo>,
}

Information about a single iteration of the training run.

Fields

index: Option<i32>

Index of the iteration, 0 based.

duration_ms: Option<i64>

Time taken to run the iteration in milliseconds.

training_loss: Option<f64>

Loss computed on the training data at the end of iteration.

eval_loss: Option<f64>

Loss computed on the eval data at the end of iteration.

learn_rate: f64

Learn rate used for this iteration.

cluster_infos: Vec<ClusterInfo>

Information about top clusters for clustering models.

arima_result: Option<ArimaResult>

Arima result.

principal_component_infos: Vec<PrincipalComponentInfo>

The information of the principal components.

Trait Implementations

impl Clone for IterationResult

fn clone(&self) -> IterationResult

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for IterationResult

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

Formats the value using the given formatter.

impl Default for IterationResult

fn default() -> Self

Returns the “default value” for a type.

impl Message for IterationResult

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 IterationResult

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