lucid::Stats Struct Reference

Simple struct to hold various statistics about the execution of different components. More...

#include <Stats.h>

Public Attributes
Timer	estimator_timer
	Metric measuring the time spent for estimator applications.
Timer	feature_map_timer
	Metric measuring the time spent for feature map applications.
Timer	optimiser_timer
	Metric measuring the time spent in optimising.
Timer	barrier_timer
	Metric measuring the time spent in barrier certificate synthesis.
Timer	tuning_timer
	Metric measuring the time spent for hyperparameter tuning.
Timer	kernel_timer
	Metric measuring the time spent for kernel evaluations.
Timer	total_timer
	Metric measuring the total time spent in the whole pipeline.
Timer	cross_validation_timer_
	Metric measuring the time spent in cross-validation.
std::size_t	num_estimator_consolidations {0}
	Number of times an estimator was consolidated.
std::size_t	num_kernel_applications {0}
	Number of times a kernel was applied.
std::size_t	num_feature_map_applications {0}
	Number of times a feature map was applied.
std::size_t	num_tuning {0}
	Number of hyperparameter tuning runs.
std::size_t	num_constraints {0}
	Number of constraints in the last optimisation problem.
std::size_t	num_variables {0}
	Number of variables in the last optimisation problem.
double	C {0}
	Regularisation parameter C in the last optimisation problem.
double	A_xn_wo_x {0}
	A coefficient computed over Xn \ X.
double	A_xn_wo_x0 {0}
	A coefficient computed over Xn \ X0.
double	A_xn_wo_xu {0}
	A coefficient computed over Xn \ Xu.
double	min_x0 {0}
	Minimum value of the barrier over lattice points in X0.
double	max_xn_wo_x0 {0}
	Maximum value of the barrier over lattice points in Xn \ X0.
double	max_xu {0}
	Maximum value of the barrier over lattice points in Xu.
double	min_xn_wo_xu {0}
	Minimum value of the barrier over lattice points in Xn \ Xu.
double	max_x {0}
	Maximum value of the barrier over lattice points in X.
double	min_xn_wo_x {0}
	Minimum value of the barrier over lattice points in Xn \ X.
double	min_d {0}
	Minimum value of the barrier xp - x over lattice points in X.
double	max_d_xn_wo_x {0}
	Maximum value of the barrier xp - x over lattice points in Xn \ X.
std::size_t	peak_rss_memory_usage {0}
	Peak Resident Set Size (RSS) memory usage in bytes.

Detailed Description

Simple struct to hold various statistics about the execution of different components.

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

• lucid/util/Stats.h