google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions Class Reference

#include <bqml_training_run.h>

Inheritance diagram for google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions:

Public Member Functions
	BqmlTrainingRunTrainingOptions (const Json::Value &storage)
	BqmlTrainingRunTrainingOptions (Json::Value *storage)
virtual	~BqmlTrainingRunTrainingOptions ()
const StringPiece	GetTypeName () const
bool	has_early_stop () const
void	clear_early_stop ()
bool	get_early_stop () const
void	set_early_stop (bool value)
bool	has_l1_reg () const
void	clear_l1_reg ()
double	get_l1_reg () const
void	set_l1_reg (double value)
bool	has_l2_reg () const
void	clear_l2_reg ()
double	get_l2_reg () const
void	set_l2_reg (double value)
bool	has_learn_rate () const
void	clear_learn_rate ()
double	get_learn_rate () const
void	set_learn_rate (double value)
bool	has_learn_rate_strategy () const
void	clear_learn_rate_strategy ()
const StringPiece	get_learn_rate_strategy () const
void	set_learn_rate_strategy (const StringPiece &value)
bool	has_line_search_init_learn_rate () const
void	clear_line_search_init_learn_rate ()
double	get_line_search_init_learn_rate () const
void	set_line_search_init_learn_rate (double value)
bool	has_max_iteration () const
void	clear_max_iteration ()
int64	get_max_iteration () const
void	set_max_iteration (int64 value)
bool	has_min_rel_progress () const
void	clear_min_rel_progress ()
double	get_min_rel_progress () const
void	set_min_rel_progress (double value)
bool	has_warm_start () const
void	clear_warm_start ()
bool	get_warm_start () const
void	set_warm_start (bool value)

Static Public Member Functions
static BqmlTrainingRunTrainingOptions *	New ()

Detailed Description

[Output-only, Beta] Training options used by this training run. These options are mutable for subsequent training runs. Default values are explicitly stored for options not specified in the input query of the first training run. For subsequent training runs, any option not explicitly specified in the input query will be copied from the previous training run.

Constructor & Destructor Documentation

BqmlTrainingRunTrainingOptions() [1/2]

google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::BqmlTrainingRunTrainingOptions ( const Json::Value &  storage )

explicit

Standard constructor for an immutable data object instance.

Parameters

[in]

storage

The underlying data storage for this instance.

BqmlTrainingRunTrainingOptions() [2/2]

google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::BqmlTrainingRunTrainingOptions ( Json::Value *  storage )

explicit

Standard constructor for a mutable data object instance.

Parameters

[in]

storage

The underlying data storage for this instance.

~BqmlTrainingRunTrainingOptions()

google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::~BqmlTrainingRunTrainingOptions ( )

virtual

Standard destructor.

Member Function Documentation

clear_early_stop()

void google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::clear_early_stop ( )

inline

Clears the 'earlyStop' attribute.

clear_l1_reg()

void google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::clear_l1_reg ( )

inline

Clears the 'l1Reg' attribute.

clear_l2_reg()

void google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::clear_l2_reg ( )

inline

Clears the 'l2Reg' attribute.

clear_learn_rate()

void google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::clear_learn_rate ( )

inline

Clears the 'learnRate' attribute.

clear_learn_rate_strategy()

void google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::clear_learn_rate_strategy ( )

inline

Clears the 'learnRateStrategy' attribute.

clear_line_search_init_learn_rate()

void google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::clear_line_search_init_learn_rate ( )

inline

Clears the 'lineSearchInitLearnRate' attribute.

clear_max_iteration()

void google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::clear_max_iteration ( )

inline

Clears the 'maxIteration' attribute.

clear_min_rel_progress()

void google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::clear_min_rel_progress ( )

inline

Clears the 'minRelProgress' attribute.

clear_warm_start()

void google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::clear_warm_start ( )

inline

Clears the 'warmStart' attribute.

get_early_stop()

bool google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::get_early_stop ( ) const

inline

Get the value of the 'earlyStop' attribute.

get_l1_reg()

double google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::get_l1_reg ( ) const

inline

Get the value of the 'l1Reg' attribute.

get_l2_reg()

double google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::get_l2_reg ( ) const

inline

Get the value of the 'l2Reg' attribute.

get_learn_rate()

double google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::get_learn_rate ( ) const

inline

Get the value of the 'learnRate' attribute.

get_learn_rate_strategy()

const StringPiece google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::get_learn_rate_strategy ( ) const

inline

Get the value of the 'learnRateStrategy' attribute.

get_line_search_init_learn_rate()

double google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::get_line_search_init_learn_rate ( ) const

inline

Get the value of the 'lineSearchInitLearnRate' attribute.

get_max_iteration()

int64 google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::get_max_iteration ( ) const

inline

Get the value of the 'maxIteration' attribute.

get_min_rel_progress()

double google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::get_min_rel_progress ( ) const

inline

Get the value of the 'minRelProgress' attribute.

get_warm_start()

bool google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::get_warm_start ( ) const

inline

Get the value of the 'warmStart' attribute.

GetTypeName()

const StringPiece google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::GetTypeName ( ) const

inline

Returns a string denoting the type of this data object.

Returns

google_bigquery_api::BqmlTrainingRunTrainingOptions

has_early_stop()

bool google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::has_early_stop ( ) const

inline

Determine if the 'earlyStop' attribute was set.

Returns

true if the 'earlyStop' attribute was set.

has_l1_reg()

bool google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::has_l1_reg ( ) const

inline

Determine if the 'l1Reg' attribute was set.

Returns

true if the 'l1Reg' attribute was set.

has_l2_reg()

bool google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::has_l2_reg ( ) const

inline

Determine if the 'l2Reg' attribute was set.

Returns

true if the 'l2Reg' attribute was set.

has_learn_rate()

bool google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::has_learn_rate ( ) const

inline

Determine if the 'learnRate' attribute was set.

Returns

true if the 'learnRate' attribute was set.

has_learn_rate_strategy()

bool google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::has_learn_rate_strategy ( ) const

inline

Determine if the 'learnRateStrategy' attribute was set.

Returns

true if the 'learnRateStrategy' attribute was set.

has_line_search_init_learn_rate()

bool google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::has_line_search_init_learn_rate ( ) const

inline

Determine if the 'lineSearchInitLearnRate' attribute was set.

Returns

true if the 'lineSearchInitLearnRate' attribute was set.

has_max_iteration()

bool google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::has_max_iteration ( ) const

inline

Determine if the 'maxIteration' attribute was set.

Returns

true if the 'maxIteration' attribute was set.

has_min_rel_progress()

bool google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::has_min_rel_progress ( ) const

inline

Determine if the 'minRelProgress' attribute was set.

Returns

true if the 'minRelProgress' attribute was set.

has_warm_start()

bool google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::has_warm_start ( ) const

inline

Determine if the 'warmStart' attribute was set.

Returns

true if the 'warmStart' attribute was set.

New()

BqmlTrainingRun::BqmlTrainingRunTrainingOptions * google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::New ( )

static

Creates a new default instance.

Returns

Ownership is passed back to the caller.

set_early_stop()

void google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::set_early_stop ( bool  value )

inline

Change the 'earlyStop' attribute.

Parameters

[in]

value

The new value.

set_l1_reg()

void google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::set_l1_reg ( double  value )

inline

Change the 'l1Reg' attribute.

Parameters

[in]

value

The new value.

set_l2_reg()

void google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::set_l2_reg ( double  value )

inline

Change the 'l2Reg' attribute.

Parameters

[in]

value

The new value.

set_learn_rate()

void google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::set_learn_rate ( double  value )

inline

Change the 'learnRate' attribute.

Parameters

[in]

value

The new value.

set_learn_rate_strategy()

void google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::set_learn_rate_strategy ( const StringPiece &  value )

inline

Change the 'learnRateStrategy' attribute.

Parameters

[in]

value

The new value.

set_line_search_init_learn_rate()

void google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::set_line_search_init_learn_rate ( double  value )

inline

Change the 'lineSearchInitLearnRate' attribute.

Parameters

[in]

value

The new value.

set_max_iteration()

void google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::set_max_iteration ( int64  value )

inline

Change the 'maxIteration' attribute.

Parameters

[in]

value

The new value.

set_min_rel_progress()

void google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::set_min_rel_progress ( double  value )

inline

Change the 'minRelProgress' attribute.

Parameters

[in]

value

The new value.

set_warm_start()

void google_bigquery_api::BqmlTrainingRun::BqmlTrainingRunTrainingOptions::set_warm_start ( bool  value )

inline

Change the 'warmStart' attribute.

Parameters

[in]

value

The new value.

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

• google/bigquery_api/bqml_training_run.h
• google/bigquery_api/bqml_training_run.cc