#include <iteration_result.h>

Inheritance diagram for google_bigquery_api::IterationResult:

Public Member Functions
	IterationResult (const Json::Value &storage)

	IterationResult (Json::Value *storage)

virtual	~IterationResult ()

const StringPiece	GetTypeName () const

bool	has_arima_result () const

void	clear_arima_result ()

const ArimaResult	get_arima_result () const

ArimaResult	mutable_arimaResult ()

bool	has_cluster_infos () const

void	clear_cluster_infos ()

const client::JsonCppArray< ClusterInfo >	get_cluster_infos () const

client::JsonCppArray< ClusterInfo >	mutable_clusterInfos ()

bool	has_duration_ms () const

void	clear_duration_ms ()

int64	get_duration_ms () const

void	set_duration_ms (int64 value)

bool	has_eval_loss () const

void	clear_eval_loss ()

double	get_eval_loss () const

void	set_eval_loss (double value)

bool	has_index () const

void	clear_index ()

int32	get_index () const

void	set_index (int32 value)

bool	has_learn_rate () const

void	clear_learn_rate ()

double	get_learn_rate () const

void	set_learn_rate (double value)

bool	has_training_loss () const

void	clear_training_loss ()

double	get_training_loss () const

void	set_training_loss (double value)

Static Public Member Functions
static IterationResult *	New ()

Detailed Description

Information about a single iteration of the training run.

Constructor & Destructor Documentation

◆ IterationResult() [1/2]

google_bigquery_api::IterationResult::IterationResult ( const Json::Value & storage )

explicit

Standard constructor for an immutable data object instance.

Parameters

[in] storage The underlying data storage for this instance.

◆ IterationResult() [2/2]

google_bigquery_api::IterationResult::IterationResult ( Json::Value * storage )

explicit

Standard constructor for a mutable data object instance.

Parameters

[in] storage The underlying data storage for this instance.

◆ ~IterationResult()

google_bigquery_api::IterationResult::~IterationResult ( )

virtual

Standard destructor.

Member Function Documentation

◆ clear_arima_result()

void google_bigquery_api::IterationResult::clear_arima_result ( )

inline

Clears the 'arimaResult' attribute.

◆ clear_cluster_infos()

void google_bigquery_api::IterationResult::clear_cluster_infos ( )

inline

Clears the 'clusterInfos' attribute.

◆ clear_duration_ms()

void google_bigquery_api::IterationResult::clear_duration_ms ( )

inline

Clears the 'durationMs' attribute.

◆ clear_eval_loss()

void google_bigquery_api::IterationResult::clear_eval_loss ( )

inline

Clears the 'evalLoss' attribute.

◆ clear_index()

void google_bigquery_api::IterationResult::clear_index ( )

inline

Clears the 'index' attribute.

◆ clear_learn_rate()

void google_bigquery_api::IterationResult::clear_learn_rate ( )

inline

Clears the 'learnRate' attribute.

◆ clear_training_loss()

void google_bigquery_api::IterationResult::clear_training_loss ( )

inline

Clears the 'trainingLoss' attribute.

◆ get_arima_result()

const ArimaResult google_bigquery_api::IterationResult::get_arima_result ( ) const

Get a reference to the value of the 'arimaResult' attribute.

◆ get_cluster_infos()

const client::JsonCppArray<ClusterInfo > google_bigquery_api::IterationResult::get_cluster_infos ( ) const

Get a reference to the value of the 'clusterInfos' attribute.

◆ get_duration_ms()

int64 google_bigquery_api::IterationResult::get_duration_ms ( ) const

inline

Get the value of the 'durationMs' attribute.

◆ get_eval_loss()

double google_bigquery_api::IterationResult::get_eval_loss ( ) const

inline

Get the value of the 'evalLoss' attribute.

◆ get_index()

int32 google_bigquery_api::IterationResult::get_index ( ) const

inline

Get the value of the 'index' attribute.

◆ get_learn_rate()

double google_bigquery_api::IterationResult::get_learn_rate ( ) const

inline

Get the value of the 'learnRate' attribute.

◆ get_training_loss()

double google_bigquery_api::IterationResult::get_training_loss ( ) const

inline

Get the value of the 'trainingLoss' attribute.

◆ GetTypeName()

const StringPiece google_bigquery_api::IterationResult::GetTypeName ( ) const

inline

Returns a string denoting the type of this data object.

Returns: google_bigquery_api::IterationResult

◆ has_arima_result()

bool google_bigquery_api::IterationResult::has_arima_result ( ) const

inline

Determine if the 'arimaResult' attribute was set.

Returns: true if the 'arimaResult' attribute was set.

◆ has_cluster_infos()

bool google_bigquery_api::IterationResult::has_cluster_infos ( ) const

inline

Determine if the 'clusterInfos' attribute was set.

Returns: true if the 'clusterInfos' attribute was set.

◆ has_duration_ms()

bool google_bigquery_api::IterationResult::has_duration_ms ( ) const

inline

Determine if the 'durationMs' attribute was set.

Returns: true if the 'durationMs' attribute was set.

◆ has_eval_loss()

bool google_bigquery_api::IterationResult::has_eval_loss ( ) const

inline

Determine if the 'evalLoss' attribute was set.

Returns: true if the 'evalLoss' attribute was set.

◆ has_index()

bool google_bigquery_api::IterationResult::has_index ( ) const

inline

Determine if the 'index' attribute was set.

Returns: true if the 'index' attribute was set.

◆ has_learn_rate()

bool google_bigquery_api::IterationResult::has_learn_rate ( ) const

inline

Determine if the 'learnRate' attribute was set.

Returns: true if the 'learnRate' attribute was set.

◆ has_training_loss()

bool google_bigquery_api::IterationResult::has_training_loss ( ) const

inline

Determine if the 'trainingLoss' attribute was set.

Returns: true if the 'trainingLoss' attribute was set.

◆ mutable_arimaResult()

ArimaResult google_bigquery_api::IterationResult::mutable_arimaResult ( )

Gets a reference to a mutable value of the 'arimaResult' property.

Returns: The result can be modified to change the attribute value.

◆ mutable_clusterInfos()

client::JsonCppArray<ClusterInfo > google_bigquery_api::IterationResult::mutable_clusterInfos ( )

Gets a reference to a mutable value of the 'clusterInfos' property.

Information about top clusters for clustering models.

Returns: The result can be modified to change the attribute value.

◆ New()

IterationResult * google_bigquery_api::IterationResult::New ( )

static

Creates a new default instance.

Returns: Ownership is passed back to the caller.

◆ set_duration_ms()

void google_bigquery_api::IterationResult::set_duration_ms ( int64 value )

inline

Change the 'durationMs' attribute.

Time taken to run the iteration in milliseconds.

Parameters

[in] value The new value.

◆ set_eval_loss()

void google_bigquery_api::IterationResult::set_eval_loss ( double value )

inline

Change the 'evalLoss' attribute.

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

Parameters

[in] value The new value.

◆ set_index()

void google_bigquery_api::IterationResult::set_index ( int32 value )

inline

Change the 'index' attribute.

Index of the iteration, 0 based.

Parameters

[in] value The new value.

◆ set_learn_rate()

void google_bigquery_api::IterationResult::set_learn_rate ( double value )

inline

Change the 'learnRate' attribute.

Learn rate used for this iteration.

Parameters

[in] value The new value.

◆ set_training_loss()

void google_bigquery_api::IterationResult::set_training_loss ( double value )

inline

Change the 'trainingLoss' attribute.

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

Parameters

[in] value The new value.

The documentation for this class was generated from the following files:

google/bigquery_api/iteration_result.h
google/bigquery_api/iteration_result.cc

Public Member Functions

Static Public Member Functions

Detailed Description

Constructor & Destructor Documentation

◆ IterationResult() [1/2]

◆ IterationResult() [2/2]

◆ ~IterationResult()

Member Function Documentation

◆ clear_arima_result()

◆ clear_cluster_infos()

◆ clear_duration_ms()

◆ clear_eval_loss()

◆ clear_index()

◆ clear_learn_rate()

◆ clear_training_loss()

◆ get_arima_result()

◆ get_cluster_infos()

◆ get_duration_ms()

◆ get_eval_loss()

◆ get_index()

◆ get_learn_rate()

◆ get_training_loss()

◆ GetTypeName()

◆ has_arima_result()

◆ has_cluster_infos()

◆ has_duration_ms()

◆ has_eval_loss()

◆ has_index()

◆ has_learn_rate()

◆ has_training_loss()

◆ mutable_arimaResult()

◆ mutable_clusterInfos()

◆ New()

◆ set_duration_ms()

◆ set_eval_loss()

◆ set_index()

◆ set_learn_rate()

◆ set_training_loss()