Celeritas
0.5.0-56+6b053cd
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Manage generic array-like data ownership and transfer from host to device. More...
#include <Collection.hh>
Public Member Functions | |
template<Ownership W2, MemSpace M2> | |
Collection & | operator= (Collection< T, W2, M2, I > const &other) |
template<Ownership W2, MemSpace M2> | |
Collection & | operator= (Collection< T, W2, M2, I > &other) |
CELER_FORCEINLINE_FUNCTION reference_type | operator[] (ItemIdT i) |
Access a single element. | |
CELER_FORCEINLINE_FUNCTION const_reference_type | operator[] (ItemIdT i) const |
Access a single element (const). | |
CELER_FORCEINLINE_FUNCTION SpanT | operator[] (ItemRangeT ps) |
Access a subset of the data as a Span. | |
CELER_FORCEINLINE_FUNCTION SpanConstT | operator[] (ItemRangeT ps) const |
Access a subset of the data as a Span (const). | |
CELER_FORCEINLINE_FUNCTION SpanT | operator[] (AllItemsT) |
Access all of the data as a Span. | |
CELER_FORCEINLINE_FUNCTION SpanConstT | operator[] (AllItemsT) const |
Access all of the data as a Span (const). | |
template<Ownership W2, MemSpace M2> | |
Collection (Collection< T, W2, M2, I > const &other) | |
Construct or assign from another collection. More... | |
template<Ownership W2, MemSpace M2> | |
Collection (Collection< T, W2, M2, I > &other) | |
Construct or assign from another collection. More... | |
template<Ownership W2, MemSpace M2> | |
Collection< T, W, M, I > & | operator= (Collection< T, W2, M2, I > const &other) |
Construct or assign from another collection. More... | |
template<Ownership W2, MemSpace M2> | |
Collection< T, W, M, I > & | operator= (Collection< T, W2, M2, I > &other) |
Construct or assign from another collection. More... | |
Collection & | operator= (Collection const &other)=default |
Collection & | operator= (Collection &&other)=default |
CELER_FORCEINLINE_FUNCTION size_type | size () const |
CELER_FORCEINLINE_FUNCTION bool | empty () const |
CELER_FORCEINLINE_FUNCTION pointer | data () |
CELER_FORCEINLINE_FUNCTION const_pointer | data () const |
Static Public Attributes | |
static constexpr Ownership | ownership = W |
static constexpr MemSpace | memspace = M |
Friends | |
template<class T2 , MemSpace M2, class Id2 > | |
class | CollectionBuilder |
template<class T2 , class Id2 > | |
class | DedupeCollectionBuilder |
Type aliases | |
using | value_type = typename CollectionTraitsT::type |
using | SpanT = typename CollectionTraitsT::SpanT |
using | SpanConstT = typename CollectionTraitsT::SpanConstT |
using | pointer = ObserverPtr< value_type, M > |
using | const_pointer = ObserverPtr< const_value_type, M > |
using | reference_type = typename CollectionTraitsT::reference_type |
using | const_reference_type = typename CollectionTraitsT::const_reference_type |
using | size_type = typename I::size_type |
using | ItemIdT = I |
using | ItemRangeT = Range< ItemIdT > |
using | AllItemsT = AllItems< T, M > |
Collection ()=default | |
Collection (Collection const &)=default | |
Collection (Collection &&)=default | |
using | StorageT = typename detail::CollectionStorage< T, W, M >::type |
CELER_FORCEINLINE_FUNCTION StorageT const & | storage () const |
CELER_FORCEINLINE_FUNCTION StorageT & | storage () |
Manage generic array-like data ownership and transfer from host to device.
Data are constructed incrementally on the host, then copied (along with their associated ItemRange) to device. A Collection can act as a std::vector<T>, DeviceVector<T>, Span<T>, or Span<const T>. The Spans can point to host or device memory, but the MemSpace template argument protects against accidental accesses from the wrong memory space.
Each Collection object is usually accessed with an ItemRange, which references a contiguous set of elements in the Collection. For example, setup code on the host would extend the Collection with a series of vectors, the addition of which returns a ItemRange that returns the equivalent data on host or device. This methodology allows complex nested data structures to be built up quickly at setup time without knowing the size requirements beforehand.
Host-device functions and classes should use Collection
with a reference or const_reference Ownership, and the MemSpace::native
type, which expects device memory when compiled inside a CUDA file and host memory when used inside a C++ source or test. (This design choice prevents a single CUDA file from compiling separate host-compatible and device-compatible compute kernels, but in the case of Celeritas this situation won't arise, because we always want to build host code in C++ files for development ease and to allow testing when CUDA is disabled.)
A MemSpace::Mapped
collection will be accessible on the host and the device. Unified addressing must be supported by the current device or an exception will be thrown when using the collection. Mapped pinned memory (i.e. zero-copy memory) is allocated, pages will always reside on host memory and each access from device code will require a slow memory transfer. Allocating pinned memory is slow and reduce the memory available to the system: only allocate the smallest amount needed with the longest possible lifetime. Frequently accessing data from device code will result in low performance. Usecase for this MemSapce are: as a src / dst memory space for asynchronous operations, on integrated GPU architecture, or a single coalesced read or write from device code. https://docs.nvidia.com/cuda/cuda-c-best-practices-guide/index.html#zero-copy
Accessing a const_reference
collection in device
memory will return a wrapper container that accesses the low-level data through the __ldg
primitive, which can accelerate random access by telling the compiler the memory will not be changed during the lifetime of the kernel. Therefore it is important to only use Collections for shared, constant "params" data.
using celeritas::Collection< T, W, M, I >::AllItemsT = AllItems<T, M> |
Default constructors
using celeritas::Collection< T, W, M, I >::const_pointer = ObserverPtr<const_value_type, M> |
Default constructors
using celeritas::Collection< T, W, M, I >::const_reference_type = typename CollectionTraitsT::const_reference_type |
Default constructors
using celeritas::Collection< T, W, M, I >::ItemIdT = I |
Default constructors
using celeritas::Collection< T, W, M, I >::ItemRangeT = Range<ItemIdT> |
Default constructors
using celeritas::Collection< T, W, M, I >::pointer = ObserverPtr<value_type, M> |
Default constructors
using celeritas::Collection< T, W, M, I >::reference_type = typename CollectionTraitsT::reference_type |
Default constructors
using celeritas::Collection< T, W, M, I >::size_type = typename I::size_type |
Default constructors
using celeritas::Collection< T, W, M, I >::SpanConstT = typename CollectionTraitsT::SpanConstT |
Default constructors
using celeritas::Collection< T, W, M, I >::SpanT = typename CollectionTraitsT::SpanT |
Default constructors
using celeritas::Collection< T, W, M, I >::value_type = typename CollectionTraitsT::type |
Default constructors
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default |
Default constructors
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default |
Default constructors
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default |
Default constructors
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inlineexplicit |
Construct or assign from another collection.
These are generally used to create "references" to "values" (same memory space) but can also be used to copy from device to host. The detail::CollectionAssigner
class statically checks for allowable transformations and memory moves.
TODO: add optimization to do an in-place copy (rather than a new allocation) if the host and destination are the same size.
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inlineexplicit |
Construct or assign from another collection.
These are generally used to create "references" to "values" (same memory space) but can also be used to copy from device to host. The detail::CollectionAssigner
class statically checks for allowable transformations and memory moves.
TODO: add optimization to do an in-place copy (rather than a new allocation) if the host and destination are the same size.
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inline |
Direct accesors to underlying data
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inline |
Direct accesors to underlying data
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inline |
Direct accesors to underlying data
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default |
Default assignment
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default |
Default assignment
Collection<T, W, M, I>& celeritas::Collection< T, W, M, I >::operator= | ( | Collection< T, W2, M2, I > & | other | ) |
Construct or assign from another collection.
These are generally used to create "references" to "values" (same memory space) but can also be used to copy from device to host. The detail::CollectionAssigner
class statically checks for allowable transformations and memory moves.
TODO: add optimization to do an in-place copy (rather than a new allocation) if the host and destination are the same size.
Collection<T, W, M, I>& celeritas::Collection< T, W, M, I >::operator= | ( | Collection< T, W2, M2, I > const & | other | ) |
Construct or assign from another collection.
These are generally used to create "references" to "values" (same memory space) but can also be used to copy from device to host. The detail::CollectionAssigner
class statically checks for allowable transformations and memory moves.
TODO: add optimization to do an in-place copy (rather than a new allocation) if the host and destination are the same size.
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inline |
Direct accesors to underlying data