Collaboration diagram for Basic data structures:

Detailed Description

Modules
	Hash Tables
	A efficient and flexible implementation of hash tables.

	Hash functions
	This module lists all hash functions provided by aGrUM.

	Bijections
	Set of pairs of elements with fast search for both elements.

	Heaps
	An implementation of heaps.

	Lists
	This file provides class List for manipulating generic lists as well as List<>::iterator, List<>::const_iterator, List<>::iterator_safe and List<>::const_iterator_safe for parsing lists.

	Priority queue
	This file provides class MultiPriorityQueue that is essentially a heap in which elements are sorted according to a dynamically modifiable priority.

	Sequences
	A Sequence<Key> is quite similar to a vector<Key> in that it stores an ordered set of elements.

	Sets
	A Set is a structure that contains arbitrary elements.

	Splay Trees
	A splay tree is a self-balancing binary search tree.

Classes
class	gum::Bijection< T1, T2, Alloc >
	Set of pairs of elements with fast search for both elements. More...

class	gum::BinSearchTree< Val, Cmp, Node >
	A generic binary search tree. More...

class	gum::BinSearchTreeIterator< Val, Cmp, Node >
	A Generic binary search tree. More...

class	gum::BinTreeNode< Val >
	Nodes of a binary trees. More...

class	gum::ParseError
	This class is used to represent parsing errors for the different parser implemented in aGrUM. More...

class	gum::ErrorsContainer
	This class is used contain and manipulate gum::ParseError. More...

class	gum::HashTable< Key, Val, Alloc >
	The class for generic Hash Tables. More...

class	gum::Heap< Val, Cmp, Alloc >
	Heap data structureThis structure is a basic heap data structure, i.e., it is a container in which elements are sorted according to a weak ordering. More...

class	gum::IndexedTree< Key, Data >
	The class for storing the nodes of the Arborescence. More...

class	gum::List< Val, Alloc >
	Generic doubly linked lists. More...

class	gum::ListIteratorSafe< Val >
	Safe iterators for Lists. More...

class	gum::MultiPriorityQueue< Val, Priority, Cmp, Alloc >
	A MultiPriorityQueue is a heap in which each element has a mutable priority and duplicates are allowedA priority queue is quite similar to a heap except that a priority (a score) is assigned to each element in the structure. More...

class	gum::PriorityQueue< Val, Priority, Cmp, Alloc >
	A priorityQueue is a heap in which each element has a mutable priorityA priority queue is quite similar to a heap except that a priority (a score) is assigned to each element in the structure. More...

class	gum::RefPtr< Val >
	Smart pointersaGrUM's smart pointers keep track of the number of times the value they point to is referenced. More...

class	gum::Sequence< Key, Alloc >
	The generic class for storing (ordered) sequences of objects. More...

class	gum::Set< Key, Alloc >
	Representation of a setA Set is a structure that contains arbitrary elements. More...

class	gum::SplayTree< Element >
	A splay tree. More...

class	gum::ThreadData< T_DATA >
	A wrapper that enables to store data in a way that prevents false cacheline sharing. More...

class	gum::Timer
	Class used to compute response times for benchmark purposesThis class represents a classic timer, it starts in the constructor, you can reset it with method reset() and you can get the delta time with the method step(). More...

Functions
bool	gum::isOMP ()
	Is OMP active ? More...

void	gum::setNumberOfThreads (unsigned int number)
	Set the number of threads to be used. More...

unsigned int	gum::getMaxNumberOfThreads ()
	Returns the maximum number of threads at any time. More...

unsigned int	gum::getThreadNumber ()
	Get the calling thread id. More...

unsigned int	gum::getNumberOfRunningThreads ()
	Get the current number of running threads. More...

unsigned int	gum::getNumberOfLogicalProcessors ()
	Get the number of logical processors. More...

void	gum::setNestedParallelism (bool value)
	Set nested parallelism (false bu default). More...

bool	gum::getNestedParallelism ()
	Get nested parallelism status. More...

void	gum::setDynamicThreadsNumber (bool value)
	Set the dynamic threads number (false by default). More...

bool	gum::getDynamicThreadsNumber ()
	Get the dynamic thread number adjustment status. More...

unsigned int	gum::thread::getMaxNumberOfThreads ()
	returns the maximum number of threads possible More...

Function Documentation

◆ getDynamicThreadsNumber()

INLINE bool gum::getDynamicThreadsNumber ( )

Get the dynamic thread number adjustment status.

Returns: True if dynamic adjustment is enabled, False otherwise.

Definition at line 114 of file OMPThreads_inl.h.

                                         {
 #ifdef _OPENMP
     return ((omp_get_dynamic() == 0) ? false : true);
 #else
     return false;
 #endif
   }

◆ getMaxNumberOfThreads() [1/2]

INLINE unsigned int gum::thread::getMaxNumberOfThreads ( )

returns the maximum number of threads possible

Returns: Returns the number of concurrent threads supported by the implementation. The value should be considered only a hint.

Definition at line 40 of file thread_inl.h.

                                                 {
       return std::thread::hardware_concurrency();
     }

◆ getMaxNumberOfThreads() [2/2]

INLINE unsigned int gum::getMaxNumberOfThreads ( )

Returns the maximum number of threads at any time.

Call this from anywhere (parallel region or not). By default, it is the number of threads launched in any parallel region.

It should return the number of logical processors by default, i.e. omp_get_num_procs(). If setNumberOfThreads(number) was called, it will return the choosen number.

Returns: Returns the maximum number of threads at any time.

Definition at line 53 of file OMPThreads_inl.h.

                                               {
 #ifdef _OPENMP
     return omp_get_max_threads();
 #else
     return 1;
 #endif
   }

◆ getNestedParallelism()

INLINE bool gum::getNestedParallelism ( )

Get nested parallelism status.

Returns: True if nested parallelism is enabled, False otherwise.

Definition at line 95 of file OMPThreads_inl.h.

                                      {
 #ifdef _OPENMP
     return ((omp_get_nested() == 0) ? false : true);
 #else
     return false;
 #endif
   }

◆ getNumberOfLogicalProcessors()

INLINE unsigned int gum::getNumberOfLogicalProcessors ( )

Get the number of logical processors.

Returns: The number of logical processors.

Definition at line 77 of file OMPThreads_inl.h.

                                                      {
 #ifdef _OPENMP
     return omp_get_num_procs();
 #else
     return 1;
 #endif
   }

◆ getNumberOfRunningThreads()

INLINE unsigned int gum::getNumberOfRunningThreads ( )

Get the current number of running threads.

Call this from a parallel region.

Returns: The current number of running threads.

Definition at line 69 of file OMPThreads_inl.h.

Referenced by gum::credal::CredalNet< GUM_SCALAR >::__H2Vlrs(), and gum::credal::CNMonteCarloSampling< GUM_SCALAR, BNInferenceEngine >::__mcThreadDataCopy().

                                                   {
 #ifdef _OPENMP
     return omp_get_num_threads();
 #else
     return 1;
 #endif
   }

Here is the caller graph for this function:

◆ getThreadNumber()

INLINE unsigned int gum::getThreadNumber ( )

Get the calling thread id.

Call this from a parallel region.

Returns: The calling thread id.

Definition at line 61 of file OMPThreads_inl.h.

                                         {
 #ifdef _OPENMP
     return omp_get_thread_num();
 #else
     return 0;
 #endif
   }

Here is the caller graph for this function:

◆ isOMP()

INLINE bool gum::isOMP ( )

Is OMP active ?

Returns: True if OMP has been set at compilation, False otherwise.

Definition at line 35 of file OMPThreads_inl.h.

                       {
 #ifdef _OPENMP
     return true;
 #else
     return false;
 #endif
   }

◆ setDynamicThreadsNumber()

INLINE void gum::setDynamicThreadsNumber ( bool value )

Set the dynamic threads number (false by default).

Automatically adjust the number of running threads within a parallel region.

Desactivated by default.

Parameters

value True if dynamic thread number should be used, False otherwise.

Definition at line 103 of file OMPThreads_inl.h.

References GUM_ERROR.

                                                   {
 #ifdef _OPENMP
     omp_set_dynamic(((value == true) ? 1 : 0));
 #else
     GUM_ERROR(OperationNotAllowed,
               "openMP was not enabled at compilation (and you "
               "asked for dynamic adjustment of the number of "
               "threads !)");
 #endif
   }

◆ setNestedParallelism()

INLINE void gum::setNestedParallelism ( bool value )

Set nested parallelism (false bu default).

Nested parallelism, i.e. parallel activity within another parallel activity : threads creating more threads.

Off by default.

Parameters

value True if nested parallelism should be activated, False otherwise.

Definition at line 85 of file OMPThreads_inl.h.

References GUM_ERROR.

                                                {
 #ifdef _OPENMP
     omp_set_nested(((value == true) ? 1 : 0));
 #else
     GUM_ERROR(OperationNotAllowed,
               "openMP was not enabled at compilation (and you "
               "asked for nested parallelism !)");
 #endif
   }

◆ setNumberOfThreads()

INLINE void gum::setNumberOfThreads ( unsigned int number )

Set the number of threads to be used.

To avoid spare cycles (less then 100% CPU occupied), use more threads than logical processors (x2 is a good all-around value).

Parameters

number The number of threads to be used.

Definition at line 43 of file OMPThreads_inl.h.

References GUM_ERROR.

                                                       {
 #ifdef _OPENMP
     omp_set_num_threads(number);
 #else
     GUM_ERROR(OperationNotAllowed,
               "openMP was not enabled at compilation (or "
               "you asked for 0 threads !)");
 #endif
   }

Detailed Description

Modules

Classes

Functions

Function Documentation

◆ getDynamicThreadsNumber()

◆ getMaxNumberOfThreads() [1/2]

◆ getMaxNumberOfThreads() [2/2]

◆ getNestedParallelism()

◆ getNumberOfLogicalProcessors()

◆ getNumberOfRunningThreads()

◆ getThreadNumber()

◆ isOMP()

◆ setDynamicThreadsNumber()

◆ setNestedParallelism()

◆ setNumberOfThreads()