Faiss

- Main Page
- Namespaces
- Classes
- Files

- Class List
- Class Index
- Class Hierarchy
- Class Members

All Classes Namespaces Functions Variables Typedefs Enumerations Enumerator Friends
Public Types | Public Member Functions | List of all members
faiss::gpu::HostTensor< T, Dim, InnerContig, IndexT, PtrTraits > Class Template Reference
Inheritance diagram for faiss::gpu::HostTensor< T, Dim, InnerContig, IndexT, PtrTraits >:

## Public Types
typedef IndexT | IndexType
typedef PtrTraits< T >::PtrType | DataPtrType
Public Types inherited from faiss::gpu::Tensor< T, Dim, InnerContig, IndexT, PtrTraits >
enum | { NumDim = Dim }
enum | { IsInnerContig = InnerContig }
typedef T | DataType
typedef IndexT | IndexType
typedef PtrTraits< T >::PtrType | DataPtrType
typedef Tensor< T, Dim, InnerContig, IndexT, PtrTraits > | TensorType

## Public Member Functions
__host__ | HostTensor ()
| Default constructor.
__host__ | ~HostTensor ()
| Destructor.
__host__ | HostTensor (const IndexT sizes[Dim])
__host__ | HostTensor (std::initializer_list< IndexT > sizes)
__host__ | HostTensor (DataPtrType data, const IndexT sizes[Dim])
__host__ | HostTensor (DataPtrType data, std::initializer_list< IndexT > sizes)
__host__ | HostTensor (DataPtrType data, const IndexT sizes[Dim], const IndexT strides[Dim])
__host__ | HostTensor (Tensor< T, Dim, InnerContig, IndexT, PtrTraits > &t, cudaStream_t stream)
__host__ HostTensor< T, Dim, InnerContig, IndexT, PtrTraits > & | zero ()
| Call to zero out memory.
__host__ T | maxDiff (const HostTensor< T, Dim, InnerContig, IndexT, PtrTraits > &t) const
| Returns the maximum difference seen between two tensors.
__host__ bool | equal (const HostTensor< T, Dim, InnerContig, IndexT, PtrTraits > &t) const
| Are the two tensors exactly equal?
Public Member Functions inherited from faiss::gpu::Tensor< T, Dim, InnerContig, IndexT, PtrTraits >
__host__ __device__ | Tensor ()
| Default constructor.
__host__ __device__ | Tensor (Tensor< T, Dim, InnerContig, IndexT, PtrTraits > &t)=default
| Copy constructor.
__host__ __device__ | Tensor (Tensor< T, Dim, InnerContig, IndexT, PtrTraits > &&t)=default
| Move constructor.
__host__ __device__ Tensor< T, Dim, InnerContig, IndexT, PtrTraits > & | operator= (Tensor< T, Dim, InnerContig, IndexT, PtrTraits > &t)=default
| Assignment.
__host__ __device__ Tensor< T, Dim, InnerContig, IndexT, PtrTraits > & | operator= (Tensor< T, Dim, InnerContig, IndexT, PtrTraits > &&t)
| Move assignment.
__host__ __device__ | Tensor (DataPtrType data, const IndexT sizes[Dim])
| Constructor that calculates strides with no padding.
__host__ __device__ | Tensor (DataPtrType data, std::initializer_list< IndexT > sizes)
__host__ __device__ | Tensor (DataPtrType data, const IndexT sizes[Dim], const IndexT strides[Dim])
__host__ void | copyFrom (Tensor< T, Dim, InnerContig, IndexT, PtrTraits > &t, cudaStream_t stream)
| Copies a tensor into ourselves; sizes must match.
__host__ void | copyTo (Tensor< T, Dim, InnerContig, IndexT, PtrTraits > &t, cudaStream_t stream)
| Copies ourselves into a tensor; sizes must match.
template<typename OtherT , int OtherDim>
__host__ __device__ bool | isSame (const Tensor< OtherT, OtherDim, InnerContig, IndexT, PtrTraits > &rhs) const
template<typename OtherT , int OtherDim>
__host__ __device__ bool | isSameSize (const Tensor< OtherT, OtherDim, InnerContig, IndexT, PtrTraits > &rhs) const
| Returns true if the two tensors are of the same dimensionality and size.
template<typename U >
__host__ __device__ Tensor< U, Dim, InnerContig, IndexT, PtrTraits > | cast ()
template<typename U >
__host__ __device__ const Tensor< U, Dim, InnerContig, IndexT, PtrTraits > | cast () const
| Const version of `cast`
template<typename U >
__host__ __device__ Tensor< U, Dim, InnerContig, IndexT, PtrTraits > | castResize ()
template<typename U >
__host__ __device__ const Tensor< U, Dim, InnerContig, IndexT, PtrTraits > | castResize () const
| Const version of `castResize`
template<typename U >
__host__ __device__ bool | canCastResize () const
| Returns true if we can castResize() this tensor to the new type.
template<typename NewIndexT >
__host__ Tensor< T, Dim, InnerContig, NewIndexT, PtrTraits > | castIndexType () const
template<typename NewIndexT >
__host__ bool | canUseIndexType () const
__host__ __device__ DataPtrType | data ()
| Returns a raw pointer to the start of our data.
__host__ __device__ DataPtrType | end ()
__host__ __device__ const DataPtrType | data () const
| Returns a raw pointer to the start of our data (const).
__host__ __device__ DataPtrType | end () const
template<typename U >
__host__ __device__ PtrTraits < U >::PtrType | dataAs ()
| Cast to a different datatype.
template<typename U >
__host__ __device__ const PtrTraits< const U >::PtrType | dataAs () const
| Cast to a different datatype.
__host__ __device__ detail::SubTensor< TensorType, Dim-1, PtrTraits > | operator[] (IndexT)
| Returns a read/write view of a portion of our tensor.
__host__ __device__ const detail::SubTensor< TensorType, Dim-1, PtrTraits > | operator[] (IndexT) const
| Returns a read/write view of a portion of our tensor (const).
__host__ __device__ IndexT | getSize (int i) const
__host__ __device__ IndexT | getStride (int i) const
__host__ __device__ size_t | numElements () const
__host__ __device__ size_t | getSizeInBytes () const
__host__ __device__ const IndexT * | sizes () const
| Returns the size array.
__host__ __device__ const IndexT * | strides () const
| Returns the stride array.
__host__ __device__ bool | isContiguous () const
__host__ __device__ bool | isConsistentlySized (int i) const
__host__ __device__ bool | isConsistentlySized () const
__host__ __device__ bool | isContiguousDim (int i) const
| Returns true if the given dimension index has no padding.
__host__ __device__ Tensor< T, Dim, InnerContig, IndexT, PtrTraits > | transpose (int dim1, int dim2) const
template<int NewDim>
__host__ __device__ Tensor< T, NewDim, InnerContig, IndexT, PtrTraits > | upcastOuter ()
template<int NewDim>
__host__ __device__ Tensor< T, NewDim, InnerContig, IndexT, PtrTraits > | upcastInner ()
template<int NewDim>
__host__ __device__ Tensor< T, NewDim, InnerContig, IndexT, PtrTraits > | downcastOuter ()
template<int NewDim>
__host__ __device__ Tensor< T, NewDim, InnerContig, IndexT, PtrTraits > | downcastInner ()
template<int SubDim>
__host__ __device__ Tensor< T, SubDim, InnerContig, IndexT, PtrTraits > | view (DataPtrType at)
template<int SubDim>
__host__ __device__ Tensor< T, SubDim, InnerContig, IndexT, PtrTraits > | view ()
__host__ __device__ Tensor< T, Dim, InnerContig, IndexT, PtrTraits > | narrowOutermost (IndexT start, IndexT size)
__host__ __device__ Tensor< T, Dim, InnerContig, IndexT, PtrTraits > | narrow (int dim, IndexT start, IndexT size)
template<int NewDim>
__host__ __device__ Tensor< T, NewDim, InnerContig, IndexT, PtrTraits > | view (std::initializer_list< IndexT > sizes)

## Additional Inherited Members
Protected Attributes inherited from faiss::gpu::Tensor< T, Dim, InnerContig, IndexT, PtrTraits >
DataPtrType | data_
| Raw pointer to where the tensor data begins.
IndexT | stride_ [Dim]
| Array of strides (in sizeof(T) terms) per each dimension.
IndexT | size_ [Dim]
| Size per each dimension.

## Detailed Description

### template<typename T, int Dim, bool InnerContig = false, typename IndexT = int, template< typename U > class PtrTraits = traits::DefaultPtrTraits>
class faiss::gpu::HostTensor< T, Dim, InnerContig, IndexT, PtrTraits >

Definition at line 22 of file HostTensor.cuh.

## Constructor & Destructor Documentation

template<typename T , int Dim, bool InnerContig, typename IndexT , template< typename U > class PtrTraits>

__host__ faiss::gpu::HostTensor< T, Dim, InnerContig, IndexT, PtrTraits >::HostTensor | ( | const IndexT | sizes[Dim] | ) |

Constructs a tensor of the given size, allocating memory for it locally

Definition at line 35 of file HostTensor-inl.cuh.

template<typename T , int Dim, bool InnerContig, typename IndexT , template< typename U > class PtrTraits>

__host__ faiss::gpu::HostTensor< T, Dim, InnerContig, IndexT, PtrTraits >::HostTensor | ( | DataPtrType | data,
|  | const IndexT | sizes[Dim]
| ) |  |

Constructs a tensor of the given size and stride, referencing a memory region we do not own

Definition at line 58 of file HostTensor-inl.cuh.

template<typename T , int Dim, bool InnerContig, typename IndexT , template< typename U > class PtrTraits>

__host__ faiss::gpu::HostTensor< T, Dim, InnerContig, IndexT, PtrTraits >::HostTensor | ( | DataPtrType | data,
|  | const IndexT | sizes[Dim],
|  | const IndexT | strides[Dim]
| ) |  |

Constructs a tensor of the given size and stride, referencing a memory region we do not own

Definition at line 78 of file HostTensor-inl.cuh.

template<typename T , int Dim, bool InnerContig, typename IndexT , template< typename U > class PtrTraits>

__host__ faiss::gpu::HostTensor< T, Dim, InnerContig, IndexT, PtrTraits >::HostTensor | ( | Tensor< T, Dim, InnerContig, IndexT, PtrTraits > & | t,
|  | cudaStream_t | stream
| ) |  |

Copies a tensor into ourselves, allocating memory for it locally. If the tensor is on the GPU, then we will copy it to ourselves wrt the given stream.

Definition at line 89 of file HostTensor-inl.cuh.

The documentation for this class was generated from the following files:

- /data/users/matthijs/github_faiss/faiss/gpu/utils/HostTensor.cuh
- /data/users/matthijs/github_faiss/faiss/gpu/utils/HostTensor-inl.cuh