GridwiseReduction_mk_to_m_multiblock< InDataType, OutDataType, AccDataType, IndexDataType, InGridDesc_M_K, OutGridDesc_M, ReduceOperation, InElementwiseOperation, AccElementwiseOperation, OutMemoryDataOperation, PropagateNan, BlockSize, MThreadClusterSize, KThreadClusterSize, MThreadSliceSize, KThreadSliceSize, InSrcVectorDim, InSrcVectorSize, OutDstVectorSize > Struct Template Reference#
ck::GridwiseReduction_mk_to_m_multiblock< InDataType, OutDataType, AccDataType, IndexDataType, InGridDesc_M_K, OutGridDesc_M, ReduceOperation, InElementwiseOperation, AccElementwiseOperation, OutMemoryDataOperation, PropagateNan, BlockSize, MThreadClusterSize, KThreadClusterSize, MThreadSliceSize, KThreadSliceSize, InSrcVectorDim, InSrcVectorSize, OutDstVectorSize > Struct Template Reference
#include <gridwise_2d_reduction_multiblock.hpp>
Public Types | |
| using | ThreadClusterLengths_M_K = Sequence<MThreadClusterSize, KThreadClusterSize> |
| using | ThreadBufferDimAccessOrder |
| using | ThreadClusterArrangeOrder |
| using | ThreadReduceSrcDesc_M_K |
| using | ThreadReduceDstDesc_M |
| using | BlockwiseReduce |
| using | ThreadwiseReduce |
| using | PassThroughOp = tensor_operation::element_wise::PassThrough |
| using | Accumulation = detail::AccumulateWithNanCheck<PropagateNan, ReduceOperation, AccDataType> |
Static Public Member Functions | |
| static __device__ void | Run (const InGridDesc_M_K &in_grid_desc_m_k, const OutGridDesc_M &out_grid_desc_m, const InElementwiseOperation &in_elementwise_op, const AccElementwiseOperation &acc_elementwise_op, index_t block_group_size, index_t num_k_block_tile_iteration, AccDataType alpha, const InDataType *const __restrict__ p_in_value_global, AccDataType beta, OutDataType *const __restrict__ p_out_value_global) |
| template<bool HaveIndexInput> | |
| static __device__ void | RunWithIndex (const InGridDesc_M_K &in_grid_desc_m_k, const OutGridDesc_M &out_grid_desc_m, const InElementwiseOperation in_elementwise_op, const AccElementwiseOperation acc_elementwise_op, index_t num_k_block_tile_iteration, AccDataType alpha, const InDataType *const __restrict__ p_in_value_global, const IndexDataType *const __restrict__ p_in_index_global, AccDataType beta, OutDataType *const __restrict__ p_out_value_global, IndexDataType *const __restrict__ p_out_index_global) |
Static Public Attributes | |
| static constexpr bool | reorder_thread_cluster = (InSrcVectorDim == 0) |
| static constexpr auto | thread_cluster_desc |
| static constexpr auto | I0 = Number<0>{} |
| static constexpr auto | I1 = Number<1>{} |
| static constexpr index_t | M_BlockTileSize = MThreadClusterSize * MThreadSliceSize |
| static constexpr index_t | K_BlockTileSize = KThreadClusterSize * KThreadSliceSize |
Member Typedef Documentation
◆ Accumulation
template<typename InDataType, typename OutDataType, typename AccDataType, typename IndexDataType, typename InGridDesc_M_K, typename OutGridDesc_M, typename ReduceOperation, typename InElementwiseOperation, typename AccElementwiseOperation, InMemoryDataOperationEnum OutMemoryDataOperation, bool PropagateNan, index_t BlockSize, index_t MThreadClusterSize, index_t KThreadClusterSize, index_t MThreadSliceSize, index_t KThreadSliceSize, index_t InSrcVectorDim, index_t InSrcVectorSize, index_t OutDstVectorSize>
| using ck::GridwiseReduction_mk_to_m_multiblock< InDataType, OutDataType, AccDataType, IndexDataType, InGridDesc_M_K, OutGridDesc_M, ReduceOperation, InElementwiseOperation, AccElementwiseOperation, OutMemoryDataOperation, PropagateNan, BlockSize, MThreadClusterSize, KThreadClusterSize, MThreadSliceSize, KThreadSliceSize, InSrcVectorDim, InSrcVectorSize, OutDstVectorSize >::Accumulation = detail::AccumulateWithNanCheck<PropagateNan, ReduceOperation, AccDataType> |
◆ BlockwiseReduce
template<typename InDataType, typename OutDataType, typename AccDataType, typename IndexDataType, typename InGridDesc_M_K, typename OutGridDesc_M, typename ReduceOperation, typename InElementwiseOperation, typename AccElementwiseOperation, InMemoryDataOperationEnum OutMemoryDataOperation, bool PropagateNan, index_t BlockSize, index_t MThreadClusterSize, index_t KThreadClusterSize, index_t MThreadSliceSize, index_t KThreadSliceSize, index_t InSrcVectorDim, index_t InSrcVectorSize, index_t OutDstVectorSize>
| using ck::GridwiseReduction_mk_to_m_multiblock< InDataType, OutDataType, AccDataType, IndexDataType, InGridDesc_M_K, OutGridDesc_M, ReduceOperation, InElementwiseOperation, AccElementwiseOperation, OutMemoryDataOperation, PropagateNan, BlockSize, MThreadClusterSize, KThreadClusterSize, MThreadSliceSize, KThreadSliceSize, InSrcVectorDim, InSrcVectorSize, OutDstVectorSize >::BlockwiseReduce |
Initial value:
PartitionedBlockwiseReduction<AccDataType,
BlockSize,
ReduceOperation,
PropagateNan>
Sequence< MThreadClusterSize, KThreadClusterSize > ThreadClusterLengths_M_K
Definition gridwise_multiblock_reduce_second_half_batchnorm_backward_final.hpp:110
typename conditional< reorder_thread_cluster, Sequence< 1, 0 >, Sequence< 0, 1 > >::type ThreadClusterArrangeOrder
Definition gridwise_multiblock_reduce_second_half_batchnorm_backward_final.hpp:115
Definition reduction_functions_blockwise.hpp:28
◆ PassThroughOp
template<typename InDataType, typename OutDataType, typename AccDataType, typename IndexDataType, typename InGridDesc_M_K, typename OutGridDesc_M, typename ReduceOperation, typename InElementwiseOperation, typename AccElementwiseOperation, InMemoryDataOperationEnum OutMemoryDataOperation, bool PropagateNan, index_t BlockSize, index_t MThreadClusterSize, index_t KThreadClusterSize, index_t MThreadSliceSize, index_t KThreadSliceSize, index_t InSrcVectorDim, index_t InSrcVectorSize, index_t OutDstVectorSize>
| using ck::GridwiseReduction_mk_to_m_multiblock< InDataType, OutDataType, AccDataType, IndexDataType, InGridDesc_M_K, OutGridDesc_M, ReduceOperation, InElementwiseOperation, AccElementwiseOperation, OutMemoryDataOperation, PropagateNan, BlockSize, MThreadClusterSize, KThreadClusterSize, MThreadSliceSize, KThreadSliceSize, InSrcVectorDim, InSrcVectorSize, OutDstVectorSize >::PassThroughOp = tensor_operation::element_wise::PassThrough |
◆ ThreadBufferDimAccessOrder
template<typename InDataType, typename OutDataType, typename AccDataType, typename IndexDataType, typename InGridDesc_M_K, typename OutGridDesc_M, typename ReduceOperation, typename InElementwiseOperation, typename AccElementwiseOperation, InMemoryDataOperationEnum OutMemoryDataOperation, bool PropagateNan, index_t BlockSize, index_t MThreadClusterSize, index_t KThreadClusterSize, index_t MThreadSliceSize, index_t KThreadSliceSize, index_t InSrcVectorDim, index_t InSrcVectorSize, index_t OutDstVectorSize>
| using ck::GridwiseReduction_mk_to_m_multiblock< InDataType, OutDataType, AccDataType, IndexDataType, InGridDesc_M_K, OutGridDesc_M, ReduceOperation, InElementwiseOperation, AccElementwiseOperation, OutMemoryDataOperation, PropagateNan, BlockSize, MThreadClusterSize, KThreadClusterSize, MThreadSliceSize, KThreadSliceSize, InSrcVectorDim, InSrcVectorSize, OutDstVectorSize >::ThreadBufferDimAccessOrder |
Initial value:
Definition utility/sequence.hpp:43
Definition utility/functional.hpp:100
◆ ThreadClusterArrangeOrder
template<typename InDataType, typename OutDataType, typename AccDataType, typename IndexDataType, typename InGridDesc_M_K, typename OutGridDesc_M, typename ReduceOperation, typename InElementwiseOperation, typename AccElementwiseOperation, InMemoryDataOperationEnum OutMemoryDataOperation, bool PropagateNan, index_t BlockSize, index_t MThreadClusterSize, index_t KThreadClusterSize, index_t MThreadSliceSize, index_t KThreadSliceSize, index_t InSrcVectorDim, index_t InSrcVectorSize, index_t OutDstVectorSize>
| using ck::GridwiseReduction_mk_to_m_multiblock< InDataType, OutDataType, AccDataType, IndexDataType, InGridDesc_M_K, OutGridDesc_M, ReduceOperation, InElementwiseOperation, AccElementwiseOperation, OutMemoryDataOperation, PropagateNan, BlockSize, MThreadClusterSize, KThreadClusterSize, MThreadSliceSize, KThreadSliceSize, InSrcVectorDim, InSrcVectorSize, OutDstVectorSize >::ThreadClusterArrangeOrder |
Initial value:
◆ ThreadClusterLengths_M_K
template<typename InDataType, typename OutDataType, typename AccDataType, typename IndexDataType, typename InGridDesc_M_K, typename OutGridDesc_M, typename ReduceOperation, typename InElementwiseOperation, typename AccElementwiseOperation, InMemoryDataOperationEnum OutMemoryDataOperation, bool PropagateNan, index_t BlockSize, index_t MThreadClusterSize, index_t KThreadClusterSize, index_t MThreadSliceSize, index_t KThreadSliceSize, index_t InSrcVectorDim, index_t InSrcVectorSize, index_t OutDstVectorSize>
| using ck::GridwiseReduction_mk_to_m_multiblock< InDataType, OutDataType, AccDataType, IndexDataType, InGridDesc_M_K, OutGridDesc_M, ReduceOperation, InElementwiseOperation, AccElementwiseOperation, OutMemoryDataOperation, PropagateNan, BlockSize, MThreadClusterSize, KThreadClusterSize, MThreadSliceSize, KThreadSliceSize, InSrcVectorDim, InSrcVectorSize, OutDstVectorSize >::ThreadClusterLengths_M_K = Sequence<MThreadClusterSize, KThreadClusterSize> |
◆ ThreadReduceDstDesc_M
template<typename InDataType, typename OutDataType, typename AccDataType, typename IndexDataType, typename InGridDesc_M_K, typename OutGridDesc_M, typename ReduceOperation, typename InElementwiseOperation, typename AccElementwiseOperation, InMemoryDataOperationEnum OutMemoryDataOperation, bool PropagateNan, index_t BlockSize, index_t MThreadClusterSize, index_t KThreadClusterSize, index_t MThreadSliceSize, index_t KThreadSliceSize, index_t InSrcVectorDim, index_t InSrcVectorSize, index_t OutDstVectorSize>
| using ck::GridwiseReduction_mk_to_m_multiblock< InDataType, OutDataType, AccDataType, IndexDataType, InGridDesc_M_K, OutGridDesc_M, ReduceOperation, InElementwiseOperation, AccElementwiseOperation, OutMemoryDataOperation, PropagateNan, BlockSize, MThreadClusterSize, KThreadClusterSize, MThreadSliceSize, KThreadSliceSize, InSrcVectorDim, InSrcVectorSize, OutDstVectorSize >::ThreadReduceDstDesc_M |
Initial value:
__host__ __device__ constexpr auto make_naive_tensor_descriptor_packed(const Tuple< Lengths... > &lengths)
Definition tensor_descriptor_helper.hpp:101
__host__ __device__ constexpr auto make_tuple(Xs &&... xs)
Definition utility/tuple.hpp:211
◆ ThreadReduceSrcDesc_M_K
template<typename InDataType, typename OutDataType, typename AccDataType, typename IndexDataType, typename InGridDesc_M_K, typename OutGridDesc_M, typename ReduceOperation, typename InElementwiseOperation, typename AccElementwiseOperation, InMemoryDataOperationEnum OutMemoryDataOperation, bool PropagateNan, index_t BlockSize, index_t MThreadClusterSize, index_t KThreadClusterSize, index_t MThreadSliceSize, index_t KThreadSliceSize, index_t InSrcVectorDim, index_t InSrcVectorSize, index_t OutDstVectorSize>
| using ck::GridwiseReduction_mk_to_m_multiblock< InDataType, OutDataType, AccDataType, IndexDataType, InGridDesc_M_K, OutGridDesc_M, ReduceOperation, InElementwiseOperation, AccElementwiseOperation, OutMemoryDataOperation, PropagateNan, BlockSize, MThreadClusterSize, KThreadClusterSize, MThreadSliceSize, KThreadSliceSize, InSrcVectorDim, InSrcVectorSize, OutDstVectorSize >::ThreadReduceSrcDesc_M_K |
Initial value:
◆ ThreadwiseReduce
template<typename InDataType, typename OutDataType, typename AccDataType, typename IndexDataType, typename InGridDesc_M_K, typename OutGridDesc_M, typename ReduceOperation, typename InElementwiseOperation, typename AccElementwiseOperation, InMemoryDataOperationEnum OutMemoryDataOperation, bool PropagateNan, index_t BlockSize, index_t MThreadClusterSize, index_t KThreadClusterSize, index_t MThreadSliceSize, index_t KThreadSliceSize, index_t InSrcVectorDim, index_t InSrcVectorSize, index_t OutDstVectorSize>
| using ck::GridwiseReduction_mk_to_m_multiblock< InDataType, OutDataType, AccDataType, IndexDataType, InGridDesc_M_K, OutGridDesc_M, ReduceOperation, InElementwiseOperation, AccElementwiseOperation, OutMemoryDataOperation, PropagateNan, BlockSize, MThreadClusterSize, KThreadClusterSize, MThreadSliceSize, KThreadSliceSize, InSrcVectorDim, InSrcVectorSize, OutDstVectorSize >::ThreadwiseReduce |
Initial value:
ThreadwiseReduction<AccDataType,
ReduceOperation,
PropagateNan>
decltype(make_naive_tensor_descriptor_packed(make_tuple(Number< MThreadSliceSize >{}))) ThreadReduceDstDesc_M
Definition gridwise_multiblock_reduce_second_half_batchnorm_backward_final.hpp:123
decltype(make_naive_tensor_descriptor_packed( make_tuple(Number< MThreadSliceSize >{}, Number< KThreadSliceSize >{}))) ThreadReduceSrcDesc_M_K
Definition gridwise_multiblock_welford_second_half_multiblock_reduce_first_half.hpp:116
Definition reduction_functions_threadwise.hpp:23
Member Function Documentation
◆ Run()
template<typename InDataType, typename OutDataType, typename AccDataType, typename IndexDataType, typename InGridDesc_M_K, typename OutGridDesc_M, typename ReduceOperation, typename InElementwiseOperation, typename AccElementwiseOperation, InMemoryDataOperationEnum OutMemoryDataOperation, bool PropagateNan, index_t BlockSize, index_t MThreadClusterSize, index_t KThreadClusterSize, index_t MThreadSliceSize, index_t KThreadSliceSize, index_t InSrcVectorDim, index_t InSrcVectorSize, index_t OutDstVectorSize>
|
inlinestatic |
◆ RunWithIndex()
template<typename InDataType, typename OutDataType, typename AccDataType, typename IndexDataType, typename InGridDesc_M_K, typename OutGridDesc_M, typename ReduceOperation, typename InElementwiseOperation, typename AccElementwiseOperation, InMemoryDataOperationEnum OutMemoryDataOperation, bool PropagateNan, index_t BlockSize, index_t MThreadClusterSize, index_t KThreadClusterSize, index_t MThreadSliceSize, index_t KThreadSliceSize, index_t InSrcVectorDim, index_t InSrcVectorSize, index_t OutDstVectorSize>
template<bool HaveIndexInput>
|
inlinestatic |
Member Data Documentation
◆ I0
template<typename InDataType, typename OutDataType, typename AccDataType, typename IndexDataType, typename InGridDesc_M_K, typename OutGridDesc_M, typename ReduceOperation, typename InElementwiseOperation, typename AccElementwiseOperation, InMemoryDataOperationEnum OutMemoryDataOperation, bool PropagateNan, index_t BlockSize, index_t MThreadClusterSize, index_t KThreadClusterSize, index_t MThreadSliceSize, index_t KThreadSliceSize, index_t InSrcVectorDim, index_t InSrcVectorSize, index_t OutDstVectorSize>
|
staticconstexpr |
◆ I1
template<typename InDataType, typename OutDataType, typename AccDataType, typename IndexDataType, typename InGridDesc_M_K, typename OutGridDesc_M, typename ReduceOperation, typename InElementwiseOperation, typename AccElementwiseOperation, InMemoryDataOperationEnum OutMemoryDataOperation, bool PropagateNan, index_t BlockSize, index_t MThreadClusterSize, index_t KThreadClusterSize, index_t MThreadSliceSize, index_t KThreadSliceSize, index_t InSrcVectorDim, index_t InSrcVectorSize, index_t OutDstVectorSize>
|
staticconstexpr |
◆ K_BlockTileSize
template<typename InDataType, typename OutDataType, typename AccDataType, typename IndexDataType, typename InGridDesc_M_K, typename OutGridDesc_M, typename ReduceOperation, typename InElementwiseOperation, typename AccElementwiseOperation, InMemoryDataOperationEnum OutMemoryDataOperation, bool PropagateNan, index_t BlockSize, index_t MThreadClusterSize, index_t KThreadClusterSize, index_t MThreadSliceSize, index_t KThreadSliceSize, index_t InSrcVectorDim, index_t InSrcVectorSize, index_t OutDstVectorSize>
|
staticconstexpr |
◆ M_BlockTileSize
template<typename InDataType, typename OutDataType, typename AccDataType, typename IndexDataType, typename InGridDesc_M_K, typename OutGridDesc_M, typename ReduceOperation, typename InElementwiseOperation, typename AccElementwiseOperation, InMemoryDataOperationEnum OutMemoryDataOperation, bool PropagateNan, index_t BlockSize, index_t MThreadClusterSize, index_t KThreadClusterSize, index_t MThreadSliceSize, index_t KThreadSliceSize, index_t InSrcVectorDim, index_t InSrcVectorSize, index_t OutDstVectorSize>
|
staticconstexpr |
◆ reorder_thread_cluster
template<typename InDataType, typename OutDataType, typename AccDataType, typename IndexDataType, typename InGridDesc_M_K, typename OutGridDesc_M, typename ReduceOperation, typename InElementwiseOperation, typename AccElementwiseOperation, InMemoryDataOperationEnum OutMemoryDataOperation, bool PropagateNan, index_t BlockSize, index_t MThreadClusterSize, index_t KThreadClusterSize, index_t MThreadSliceSize, index_t KThreadSliceSize, index_t InSrcVectorDim, index_t InSrcVectorSize, index_t OutDstVectorSize>
|
staticconstexpr |
◆ thread_cluster_desc
template<typename InDataType, typename OutDataType, typename AccDataType, typename IndexDataType, typename InGridDesc_M_K, typename OutGridDesc_M, typename ReduceOperation, typename InElementwiseOperation, typename AccElementwiseOperation, InMemoryDataOperationEnum OutMemoryDataOperation, bool PropagateNan, index_t BlockSize, index_t MThreadClusterSize, index_t KThreadClusterSize, index_t MThreadSliceSize, index_t KThreadSliceSize, index_t InSrcVectorDim, index_t InSrcVectorSize, index_t OutDstVectorSize>
|
staticconstexpr |
Initial value:
=
__host__ __device__ constexpr auto make_cluster_descriptor(const Lengths &lengths, ArrangeOrder order=typename arithmetic_sequence_gen< 0, Lengths::Size(), 1 >::type{})
Definition tensor_description/cluster_descriptor.hpp:13
typename conditional< reorder_thread_cluster, Sequence< 1, 0 >, Sequence< 0, 1 > >::type ThreadClusterArrangeOrder
Definition gridwise_2d_reduction_multiblock.hpp:105
Sequence< MThreadClusterSize, KThreadClusterSize > ThreadClusterLengths_M_K
Definition gridwise_2d_reduction_multiblock.hpp:100
The documentation for this struct was generated from the following file: