#include <check_dataset.hpp>

Inheritance diagram for lbann::callback::check_dataset:

Collaboration diagram for lbann::callback::check_dataset:

Public Member Functions
	check_dataset ()

	check_dataset (const check_dataset &)=default

check_dataset &	operator= (const check_dataset &)=default

check_dataset *	copy () const override

void	on_forward_prop_end (model m, Layer l) override
	Called when a layer ends forward propagation. More...

void	on_evaluate_forward_prop_end (model m, Layer l) override
	Called when a layer ends forward propagation for evaluation (validation / testing). More...

void	on_epoch_end (model *m) override
	Called immediate after the end of each epoch. More...

void	on_validation_end (model *m) override
	Called immediately after the end of validation. More...

void	on_test_end (model *m) override
	Called immediately after the end of testing. More...

void	add_to_set (model m, Layer l, int64_t step, std::set< long > &set)

std::string	name () const override
	Return this callback's name. More...

Serialization
template<class Archive >
void	serialize (Archive &ar)
	Store state to archive for checkpoint and restart. More...

Public Member Functions inherited from lbann::callback_base
	callback_base (int batch_interval=1)
	Initialize a callback with an optional batch interval. More...

	callback_base (const callback_base &)=default

virtual	~callback_base ()=default

virtual void	setup (trainer *t)
	Called once to set up the callback on the trainer. More...

virtual void	setup (model *m)
	Called once to set up the callback on the model (after all layers are set up). More...

virtual void	on_setup_end (model *m)
	Called at the end of setup. More...

virtual void	on_train_begin (model *m)
	Called at the beginning of training. More...

virtual void	on_train_end (model *m)
	Called at the end of training. More...

virtual void	on_phase_end (model *m)
	Called at the end of every phase (multiple epochs) in a layer-wise model training. More...

virtual void	on_epoch_begin (model *m)
	Called at the beginning of each epoch. More...

virtual void	on_batch_begin (model *m)
	Called at the beginning of a (mini-)batch. More...

virtual void	on_batch_end (model *m)
	Called immediately after the end of a (mini-)batch. More...

virtual void	on_test_begin (model *m)
	Called at the beginning of testing. More...

virtual void	on_validation_begin (model *m)
	Called at the beginning of validation. More...

virtual void	on_forward_prop_begin (model *m)
	Called when a model begins forward propagation. More...

virtual void	on_forward_prop_begin (model m, Layer l)
	Called when a layer begins forward propagation. More...

virtual void	on_forward_prop_end (model *m)
	Called when a model ends forward propagation. More...

virtual void	on_backward_prop_begin (model *m)
	Called when a model begins backward propagation. More...

virtual void	on_backward_prop_begin (model m, Layer l)
	Called when a layer begins backward propagation. More...

virtual void	on_backward_prop_end (model *m)
	Called when a model ends backward propagation. More...

virtual void	on_backward_prop_end (model m, Layer l)
	Called when a layer ends backward propagation. More...

virtual void	on_optimize_begin (model *m)
	Called when a model begins optimization. More...

virtual void	on_optimize_begin (model m, weights w)
	Called when weights begins optimization. More...

virtual void	on_optimize_end (model *m)
	Called when a model ends optimization. More...

virtual void	on_optimize_end (model m, weights w)
	Called when weights ends optimization. More...

virtual void	on_batch_evaluate_begin (model *m)
	Called at the beginning of a (mini-)batch evaluation (validation / testing). More...

virtual void	on_batch_evaluate_end (model *m)
	Called at the end of a (mini-)batch evaluation (validation / testing). More...

virtual void	on_evaluate_forward_prop_begin (model *m)
	Called when a model begins forward propagation for evaluation (validation / testing). More...

virtual void	on_evaluate_forward_prop_begin (model m, Layer l)
	Called when a layer begins forward propagation for evaluation (validation / testing). More...

virtual void	on_evaluate_forward_prop_end (model *m)
	Called when a model ends forward propagation for evaluation (validation / testing). More...

int	get_batch_interval () const
	Return the batch interval. More...

virtual description	get_description () const
	Human-readable description. More...

template<class Archive >
void	serialize (Archive &ar)
	Store state to archive for checkpoint and restart. More...

void	write_proto (lbann_data::Callback &proto) const
	Write a protobuf description of the callback. More...

Private Member Functions
void	write_specific_proto (lbann_data::Callback &proto) const final

Private Attributes
std::string	m_basename
	Basename for writing files. More...

std::set< long >	training_set

std::set< long >	validation_set

std::set< long >	testing_set

Additional Inherited Members
Protected Member Functions inherited from lbann::callback_base
std::string	get_multi_trainer_path (const model &m, const std::string &root_dir)
	Build a standard directory hierarchy including trainer ID. More...

std::string	get_multi_trainer_ec_model_path (const model &m, const std::string &root_dir)
	Build a standard directory hierachy including trainer, execution context, and model information (in that order). More...

std::string	get_multi_trainer_model_path (const model &m, const std::string &root_dir)
	Build a standard directory hierachy including trainer, model information in that order. More...

callback_base &	operator= (const callback_base &)=default
	Copy-assignment operator. More...

Protected Attributes inherited from lbann::callback_base
int	m_batch_interval
	Batch methods should once every this many steps. More...

Detailed Description

Save the sample indices for each mini-batch to ordered set. Check to make sure that all samples were properly processed.

Definition at line 41 of file check_dataset.hpp.

Constructor & Destructor Documentation

◆ check_dataset() [1/2]

lbann::callback::check_dataset::check_dataset ( )

inline

Definition at line 47 of file check_dataset.hpp.

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◆ check_dataset() [2/2]

lbann::callback::check_dataset::check_dataset ( const check_dataset & )

default

Member Function Documentation

◆ add_to_set()

void lbann::callback::check_dataset::add_to_set	(	model *	m,
		Layer *	l,
		int64_t	step,
		std::set< long > &	set
	)

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◆ copy()

check_dataset* lbann::callback::check_dataset::copy ( ) const

inlineoverridevirtual

Implements lbann::callback_base.

Definition at line 50 of file check_dataset.hpp.

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◆ name()

std::string lbann::callback::check_dataset::name ( ) const

inlineoverridevirtual

Return this callback's name.

Implements lbann::callback_base.

Definition at line 59 of file check_dataset.hpp.

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◆ on_epoch_end()

void lbann::callback::check_dataset::on_epoch_end ( model * m )

overridevirtual

Called immediate after the end of each epoch.

Reimplemented from lbann::callback_base.

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◆ on_evaluate_forward_prop_end()

void lbann::callback::check_dataset::on_evaluate_forward_prop_end	(	model *	m,
		Layer *	l
	)

overridevirtual

Called when a layer ends forward propagation for evaluation (validation / testing).

Reimplemented from lbann::callback_base.

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◆ on_forward_prop_end()

void lbann::callback::check_dataset::on_forward_prop_end	(	model *	m,
		Layer *	l
	)

overridevirtual

Called when a layer ends forward propagation.

Reimplemented from lbann::callback_base.

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◆ on_test_end()

void lbann::callback::check_dataset::on_test_end ( model * m )

overridevirtual

Called immediately after the end of testing.

Reimplemented from lbann::callback_base.

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◆ on_validation_end()

void lbann::callback::check_dataset::on_validation_end ( model * m )

overridevirtual

Called immediately after the end of validation.

Reimplemented from lbann::callback_base.

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◆ operator=()

check_dataset& lbann::callback::check_dataset::operator= ( const check_dataset & )

default

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◆ serialize()

template<class Archive >

void lbann::callback::check_dataset::serialize ( Archive & ar )

Store state to archive for checkpoint and restart.

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◆ write_specific_proto()

void lbann::callback::check_dataset::write_specific_proto ( lbann_data::Callback & proto ) const

finalprivatevirtual

Add callback specific data to prototext

Implements lbann::callback_base.

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Member Data Documentation

◆ m_basename

std::string lbann::callback::check_dataset::m_basename

private

Basename for writing files.

Definition at line 75 of file check_dataset.hpp.

◆ testing_set

std::set<long> lbann::callback::check_dataset::testing_set

private

Definition at line 79 of file check_dataset.hpp.

◆ training_set

std::set<long> lbann::callback::check_dataset::training_set

private

Definition at line 77 of file check_dataset.hpp.

◆ validation_set

std::set<long> lbann::callback::check_dataset::validation_set

private

Definition at line 78 of file check_dataset.hpp.

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

check_dataset.hpp

Public Member Functions

Private Member Functions

Private Attributes

Additional Inherited Members

Detailed Description

Constructor & Destructor Documentation

◆ check_dataset() [1/2]

◆ check_dataset() [2/2]

Member Function Documentation

◆ add_to_set()

◆ copy()

◆ name()

◆ on_epoch_end()

◆ on_evaluate_forward_prop_end()

◆ on_forward_prop_end()

◆ on_test_end()

◆ on_validation_end()

◆ operator=()

◆ serialize()

◆ write_specific_proto()

Member Data Documentation

◆ m_basename

◆ testing_set

◆ training_set

◆ validation_set