tsgMPIConstructGrid.hpp File Reference

Sparse Grids construction through sampling and MPI. More...

#include "tsgMPIScatterDream.hpp"
#include "tsgConstructSurrogate.hpp"

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Namespaces
	TasGrid
	Encapsulates the Tasmanian Sparse Grid module.

Typedefs
using	TasGrid::ModelSignatureMPI = std::function< void(std::vector< double > const &x, std::vector< double > &y)>
	Signature of a model function to be used in the MPI construction procedures. More...

Functions
template<bool use_initial_guess>
void	TasGrid::mpiConstructCommon (ModelSignatureMPI model, int num_dimensions, int num_outputs, size_t max_num_points, size_t max_samples_per_job, size_t max_num_ranks, int tagx, int tagy, int root, MPI_Comm comm, TasmanianSparseGrid &grid, std::function< std::vector< double >(TasmanianSparseGrid &)> candidates, std::string const &checkpoint_filename)
	MPI construction algorithm using generic candidates procedure. More...
template<bool use_initial_guess = no_initial_guess>
void	TasGrid::mpiConstructSurrogate (ModelSignatureMPI model, int num_dimensions, int num_outputs, size_t max_num_points, size_t max_samples_per_job, size_t max_num_ranks, int tagx, int tagy, int root, MPI_Comm comm, TasmanianSparseGrid &grid, double tolerance, TypeRefinement criteria, int output=-1, std::vector< int > const &level_limits=std::vector< int >(), std::vector< double > const &scale_correction=std::vector< double >(), std::string const &checkpoint_filename=std::string())
	Construct a sparse grid surrogate to the model defined by the lambda, MPI version. More...
template<bool use_initial_guess = no_initial_guess>
void	TasGrid::mpiConstructSurrogate (ModelSignatureMPI model, int num_dimensions, int num_outputs, size_t max_num_points, size_t max_samples_per_job, size_t max_num_ranks, int tagx, int tagy, int root, MPI_Comm comm, TasmanianSparseGrid &grid, TypeDepth type, std::vector< int > const &anisotropic_weights=std::vector< int >(), std::vector< int > const &level_limits=std::vector< int >(), std::string const &checkpoint_filename=std::string())
	Construct a sparse grid surrogate to the model defined by the lambda, MPI version. More...
template<bool use_initial_guess = no_initial_guess>
void	TasGrid::mpiConstructSurrogate (ModelSignatureMPI model, int num_dimensions, int num_outputs, size_t max_num_points, size_t max_samples_per_job, size_t max_num_ranks, int tagx, int tagy, int root, MPI_Comm comm, TasmanianSparseGrid &grid, TypeDepth type, int output, std::vector< int > const &level_limits=std::vector< int >(), std::string const &checkpoint_filename=std::string())
	Construct a sparse grid surrogate to the model defined by the lambda, MPI version. More...
template<bool use_initial_guess = no_initial_guess>
void	TasGrid::mpiConstructWorker (ModelSignatureMPI model, int num_dimensions, int num_outputs, size_t max_samples_per_job, size_t max_num_ranks, int tagx, int tagy, int root, MPI_Comm comm)
	Executes the worker (i.e., non-root) portion of the MPI sampling. More...

Detailed Description

Sparse Grids construction through sampling and MPI.

Author

Miroslav Stoyanov

Templates that construct a sparse grid with sampling distributed across an MPI communicator.