madlib_keras_fit_multiple_model.sql_in File Reference

Functions
void	madlib_keras_fit_multiple_model (varchar source_table, varchar model_output_table, varchar model_selection_table, integer num_iterations, boolean use_gpus, varchar validation_table, integer metrics_compute_frequency, boolean warm_start, varchar name, varchar description, boolean use_caching=false)
void	madlib_keras_fit_multiple_model (varchar source_table, varchar model_output_table, varchar model_selection_table, integer num_iterations, boolean use_gpus, varchar validation_table, integer metrics_compute_frequency, boolean warm_start, varchar name)
void	madlib_keras_fit_multiple_model (varchar source_table, varchar model_output_table, varchar model_selection_table, integer num_iterations, boolean use_gpus, varchar validation_table, integer metrics_compute_frequency, boolean warm_start)
void	madlib_keras_fit_multiple_model (varchar source_table, varchar model_output_table, varchar model_selection_table, integer num_iterations, boolean use_gpus, varchar validation_table, integer metrics_compute_frequency)
void	madlib_keras_fit_multiple_model (varchar source_table, varchar model_output_table, varchar model_selection_table, integer num_iterations, boolean use_gpus, varchar validation_table)
void	madlib_keras_fit_multiple_model (varchar source_table, varchar model_output_table, varchar model_selection_table, integer num_iterations, boolean use_gpus)
bytea	fit_transition_multiple_model (bytea[] dependent_var, bytea[] independent_var, integer[] dependent_var_shape, integer[] independent_var_shape, text model_architecture, text compile_params, text fit_params, integer dist_key, integer[] dist_key_mapping, integer current_seg_id, integer[] segments_per_host, integer[] images_per_seg, integer[] accessible_gpus_for_seg, bytea serialized_weights, boolean is_final_training_call, boolean use_caching, bytea custom_function_map)

Function Documentation

fit_transition_multiple_model()

bytea fit_transition_multiple_model	(	bytea []	dependent_var,
		bytea []	independent_var,
		integer []	dependent_var_shape,
		integer []	independent_var_shape,
		text	model_architecture,
		text	compile_params,
		text	fit_params,
		integer	dist_key,
		integer []	dist_key_mapping,
		integer	current_seg_id,
		integer []	segments_per_host,
		integer []	images_per_seg,
		integer []	accessible_gpus_for_seg,
		bytea	serialized_weights,
		boolean	is_final_training_call,
		boolean	use_caching,
		bytea	custom_function_map
	)

madlib_keras_fit_multiple_model() [1/6]

void madlib_keras_fit_multiple_model	(	varchar	source_table,
		varchar	model_output_table,
		varchar	model_selection_table,
		integer	num_iterations,
		boolean	use_gpus,
		varchar	validation_table,
		integer	metrics_compute_frequency,
		boolean	warm_start,
		varchar	name,
		varchar	description,
		boolean	use_caching = false
	)

madlib_keras_fit_multiple_model() [2/6]

void madlib_keras_fit_multiple_model	(	varchar	source_table,
		varchar	model_output_table,
		varchar	model_selection_table,
		integer	num_iterations,
		boolean	use_gpus,
		varchar	validation_table,
		integer	metrics_compute_frequency,
		boolean	warm_start,
		varchar	name
	)

madlib_keras_fit_multiple_model() [3/6]

void madlib_keras_fit_multiple_model	(	varchar	source_table,
		varchar	model_output_table,
		varchar	model_selection_table,
		integer	num_iterations,
		boolean	use_gpus,
		varchar	validation_table,
		integer	metrics_compute_frequency,
		boolean	warm_start
	)

madlib_keras_fit_multiple_model() [4/6]

void madlib_keras_fit_multiple_model	(	varchar	source_table,
		varchar	model_output_table,
		varchar	model_selection_table,
		integer	num_iterations,
		boolean	use_gpus,
		varchar	validation_table,
		integer	metrics_compute_frequency
	)

madlib_keras_fit_multiple_model() [5/6]

void madlib_keras_fit_multiple_model	(	varchar	source_table,
		varchar	model_output_table,
		varchar	model_selection_table,
		integer	num_iterations,
		boolean	use_gpus,
		varchar	validation_table
	)

madlib_keras_fit_multiple_model() [6/6]

void madlib_keras_fit_multiple_model	(	varchar	source_table,
		varchar	model_output_table,
		varchar	model_selection_table,
		integer	num_iterations,
		boolean	use_gpus
	)