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11.3 Memory allocation ¶

The description below applies to:

• Explicit use of the OpenMP API routines, see Memory Management Routines.
• The allocate clause, except when the allocator modifier is a constant expression with value omp_default_mem_alloc and no align modifier has been specified. (In that case, the normal malloc allocation is used.)
• Using the allocate directive for automatic/stack variables, except when the allocator clause is a constant expression with value omp_default_mem_alloc and no align clause has been specified. (In that case, the normal allocation is used: stack allocation and, sometimes for Fortran, also malloc [depending on flags such as -fstack-arrays].)
• Using the allocate directive for variable in static memory is currently not supported (compile time error).
• In Fortran, the allocators directive and the executable allocate directive for Fortran pointers and allocatables is supported, but requires that files containing those directives has to be compiled with -fopenmp-allocators. Additionally, all files that might explicitly or implicitly deallocate memory allocated that way must also be compiled with that option.

For the available predefined allocators and, as applicable, their associated predefined memory spaces and for the available traits and their default values, see OMP_ALLOCATOR – Set the default allocator. Predefined allocators without an associated memory space use the omp_default_mem_space memory space.

For the memory spaces, the following applies:

• omp_default_mem_space is supported
• omp_const_mem_space maps to omp_default_mem_space
• omp_low_lat_mem_space is only available on supported devices, and maps to omp_default_mem_space otherwise.
• omp_large_cap_mem_space maps to omp_default_mem_space, unless the memkind library is available
• omp_high_bw_mem_space maps to omp_default_mem_space, unless the memkind library is available

On Linux systems, where the memkind library (libmemkind.so.0) is available at runtime, it is used when creating memory allocators requesting

• the memory space omp_high_bw_mem_space
• the memory space omp_large_cap_mem_space
• the partition trait interleaved; note that for omp_large_cap_mem_space the allocation will not be interleaved

On Linux systems, where the numa library (libnuma.so.1) is available at runtime, it used when creating memory allocators requesting

• the partition trait nearest, except when both the libmemkind library is available and the memory space is either omp_large_cap_mem_space or omp_high_bw_mem_space

Note that the numa library will round up the allocation size to a multiple of the system page size; therefore, consider using it only with large data or by sharing allocations via the pool_size trait. Furthermore, the Linux kernel does not guarantee that an allocation will always be on the nearest NUMA node nor that after reallocation the same node will be used. Note additionally that, on Linux, the default setting of the memory placement policy is to use the current node; therefore, unless the memory placement policy has been overridden, the partition trait environment (the default) will be effectively a nearest allocation.

Additional notes regarding the traits:

• The pinned trait is supported on Linux hosts, but is subject to the OS ulimit/rlimit locked memory settings.
• The default for the pool_size trait is no pool and for every (re)allocation the associated library routine is called, which might internally use a memory pool.
• For the partition trait, the partition part size will be the same as the requested size (i.e. interleaved or blocked has no effect), except for interleaved when the memkind library is available. Furthermore, for nearest and unless the numa library is available, the memory might not be on the same NUMA node as thread that allocated the memory; on Linux, this is in particular the case when the memory placement policy is set to preferred.
• The access trait has no effect such that memory is always accessible by all threads.
• The sync_hint trait has no effect.

See also: Offload-Target Specifics