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grouped_convolution_backward_data_kernel.hpp
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522 return concat('_', "grouped_convolution_backward_data", gemm_prec_str<InDataType, WeiDataType>, GemmPipeline::GetName());
Definition: cluster_descriptor.hpp:13
constexpr CK_TILE_HOST_DEVICE auto integer_divide_ceil(X x, Y y)
Definition: math.hpp:149
ConvolutionSpecialization
Definition: convolution_specialization.hpp:11
@ Filter1x1Stride1Pad0
@ Filter1x1Pad0
constexpr CK_TILE_HOST_DEVICE auto pad_tensor_view(const TensorView &tensor_view, const TileLengths &tile_lengths, DoPads)
Definition: tensor_view.hpp:530
auto concat(const Ts &... xs) -> std::enable_if_t<!AllConvertibleToStringView< Ts... >, std::string >
Definition: concat.hpp:43
remove_cv_t< std::remove_reference_t< T > > remove_cvref_t
Definition: type_traits.hpp:21
constexpr CK_TILE_DEVICE auto make_tile_window(null_tensor_view, const WindowLengths &window_lengths, const multi_index< WindowLengths::size()> &, Ts &&...)
Definition: null_tile_window.hpp:75
constexpr CK_TILE_HOST_DEVICE auto generate_tuple(F &&f, number< N >)
Definition: tuple.hpp:429
constexpr CK_TILE_HOST_DEVICE auto make_tuple(Xs &&... xs)
Definition: tuple.hpp:360
__device__ X atomic_add(X *p_dst, const X &x)
The Grouped Convolution kernel device arguments.
Definition: grouped_convolution_backward_data_kernel.hpp:22
array< index_t, NonSpatialDims+GroupedConvTraitsType_::NDimSpatial > wei_g_k_c_xs_lengths
Definition: grouped_convolution_backward_data_kernel.hpp:396
static constexpr auto I1
Definition: grouped_convolution_backward_data_kernel.hpp:31
CK_TILE_HOST GroupedConvBwdDataKernelArgs(const GroupedConvBwdDataHostArgs &args)
Definition: grouped_convolution_backward_data_kernel.hpp:41
array< index_t, GroupedConvTraitsType_::NDimSpatial > conv_filter_dilations
Definition: grouped_convolution_backward_data_kernel.hpp:400
std::array< const void *, NumDTensor > ds_ptr
Definition: grouped_convolution_backward_data_kernel.hpp:412
array< index_t, GroupedConvTraitsType_::NDimSpatial > conv_filter_strides
Definition: grouped_convolution_backward_data_kernel.hpp:399
array< index_t, MaxGroupedGemmGroupsNum > block_starts
Definition: grouped_convolution_backward_data_kernel.hpp:419
array< index_t, GroupedConvTraitsType_::NDimSpatial > input_left_pads
Definition: grouped_convolution_backward_data_kernel.hpp:401
long_index_t group_stride_b
Definition: grouped_convolution_backward_data_kernel.hpp:423
long_index_t group_stride_c
Definition: grouped_convolution_backward_data_kernel.hpp:424
array< index_t, MaxGroupedGemmGroupsNum > block_ends
Definition: grouped_convolution_backward_data_kernel.hpp:420
const void * out_ptr
Definition: grouped_convolution_backward_data_kernel.hpp:410
remove_cvref_t< decltype(ConvToGemmTransformer{}.MakeABCGridDescriptor_A_K0_M_K1_B_K0_N_K1_C_M_N(1))> ABCGridDescs
Definition: grouped_convolution_backward_data_kernel.hpp:388
remove_cvref_t< decltype(ABCGridDescs{}[number< 1 >{}])> BGridDescNK
Definition: grouped_convolution_backward_data_kernel.hpp:391
remove_cvref_t< TilePartitioner_ > TilePartitioner
Definition: grouped_convolution_backward_data_kernel.hpp:23
array< index_t, GroupedConvTraitsType_::NDimSpatial > tildes
Definition: grouped_convolution_backward_data_kernel.hpp:403
remove_cvref_t< decltype(ABCGridDescs{}[number< 0 >{}])> AGridDescMK
Definition: grouped_convolution_backward_data_kernel.hpp:390
const void * wei_ptr
Definition: grouped_convolution_backward_data_kernel.hpp:413
array< index_t, NonSpatialDims+GroupedConvTraitsType_::NDimSpatial > out_g_n_k_wos_lengths
Definition: grouped_convolution_backward_data_kernel.hpp:397
long_index_t group_stride_a
Definition: grouped_convolution_backward_data_kernel.hpp:422
index_t GemmBatch
Definition: grouped_convolution_backward_data_kernel.hpp:406
void * in_ptr
Definition: grouped_convolution_backward_data_kernel.hpp:411
index_t gemm_count
Definition: grouped_convolution_backward_data_kernel.hpp:408
array< CGridDescMN, MaxGroupedGemmGroupsNum > c_grid_descs_m_n
Definition: grouped_convolution_backward_data_kernel.hpp:417
index_t grid_size_
Definition: grouped_convolution_backward_data_kernel.hpp:407
array< index_t, GroupedConvTraitsType_::NDimSpatial > input_right_pads
Definition: grouped_convolution_backward_data_kernel.hpp:402
array< BGridDescNK, MaxGroupedGemmGroupsNum > b_grid_descs_n_k
Definition: grouped_convolution_backward_data_kernel.hpp:416
index_t k_batch
Definition: grouped_convolution_backward_data_kernel.hpp:405
static constexpr auto I0
Definition: grouped_convolution_backward_data_kernel.hpp:30
static constexpr index_t MaxGroupedGemmGroupsNum
Definition: grouped_convolution_backward_data_kernel.hpp:385
array< index_t, NonSpatialDims+GroupedConvTraitsType_::NDimSpatial > in_g_n_c_wis_lengths
Definition: grouped_convolution_backward_data_kernel.hpp:395
static constexpr index_t NumDTensor
Definition: grouped_convolution_backward_data_kernel.hpp:28
array< AGridDescMK, MaxGroupedGemmGroupsNum > a_grid_descs_m_k
Definition: grouped_convolution_backward_data_kernel.hpp:415
remove_cvref_t< decltype(ABCGridDescs{}[number< 2 >{}])> CGridDescMN
Definition: grouped_convolution_backward_data_kernel.hpp:392
static constexpr index_t NonSpatialDims
Definition: grouped_convolution_backward_data_kernel.hpp:394
The Grouped Conv kernel host arguments.
Definition: grouped_convolution_utils.hpp:19
const std::vector< const void * > ds_ptr
Definition: grouped_convolution_utils.hpp:38
The Grouped Convolution Backward Data kernel template.
Definition: grouped_convolution_backward_data_kernel.hpp:470
static constexpr index_t NDimSpatial
Definition: grouped_convolution_backward_data_kernel.hpp:471
static constexpr CK_TILE_HOST auto BlockSize()
Definition: grouped_convolution_backward_data_kernel.hpp:532
remove_cvref_t< GemmPipeline_ > GemmPipeline
Definition: grouped_convolution_backward_data_kernel.hpp:475
static CK_TILE_DEVICE auto MakeGemmTileWindows(const PadView &views, const index_t i_m, const index_t i_n, const index_t i_k=0)
Definition: grouped_convolution_backward_data_kernel.hpp:761
static CK_TILE_DEVICE auto MakeGemmPadViews(const TensorView &views)
Definition: grouped_convolution_backward_data_kernel.hpp:721
GroupedConvBwdDataKernelArgs< GroupedConvTraitsType_, TilePartitioner > GroupedConvBwdDataKernelArgsSpecialized
Definition: grouped_convolution_backward_data_kernel.hpp:498
remove_cvref_t< typename GemmPipeline::ADataType > InDataType
Definition: grouped_convolution_backward_data_kernel.hpp:491
static constexpr index_t MaxGroupedGemmGroupsNum
Definition: grouped_convolution_backward_data_kernel.hpp:499
static constexpr auto I1
Definition: grouped_convolution_backward_data_kernel.hpp:506
static constexpr auto I3
Definition: grouped_convolution_backward_data_kernel.hpp:508
remove_cvref_t< typename GroupedConvTraitsType_::OutLayout > OutLayout
Definition: grouped_convolution_backward_data_kernel.hpp:483
static constexpr ConvolutionSpecialization ConvSpecialization
Definition: grouped_convolution_backward_data_kernel.hpp:472
static constexpr CK_TILE_HOST GroupedConvBwdDataKernelArgsSpecialized MakeKernelArgs(const GroupedConvBwdDataHostArgs &hostArgs)
Definition: grouped_convolution_backward_data_kernel.hpp:535
static constexpr index_t NumDTensor
Definition: grouped_convolution_backward_data_kernel.hpp:487
remove_cvref_t< typename GemmPipeline::BDataType > WeiDataType
Definition: grouped_convolution_backward_data_kernel.hpp:492
remove_cvref_t< EpiloguePipeline_ > EpiloguePipeline
Definition: grouped_convolution_backward_data_kernel.hpp:476
remove_cvref_t< typename EpiloguePipeline::ODataType > OutDataType
Definition: grouped_convolution_backward_data_kernel.hpp:495
remove_cvref_t< TilePartitioner_ > TilePartitioner
Definition: grouped_convolution_backward_data_kernel.hpp:474
remove_cvref_t< typename GroupedConvTraitsType_::WeiLayout > WeiLayout
Definition: grouped_convolution_backward_data_kernel.hpp:482
static constexpr index_t kBlockSize
Definition: grouped_convolution_backward_data_kernel.hpp:489
static CK_TILE_HOST bool IsSupportedArgument(const GroupedConvBwdDataKernelArgsSpecialized &kargs)
Definition: grouped_convolution_backward_data_kernel.hpp:546
remove_cvref_t< typename GemmPipeline::BLayout > GemmBLayout
Definition: grouped_convolution_backward_data_kernel.hpp:478
remove_cvref_t< typename GroupedConvTraitsType_::DsLayout > DsLayout
Definition: grouped_convolution_backward_data_kernel.hpp:484
static constexpr auto I2
Definition: grouped_convolution_backward_data_kernel.hpp:507
static CK_TILE_DEVICE auto MakeGemmTensorViews(const OutDataType *a_ptr, const InDataType *b_ptr, const std::array< const void *, NumDTensor > &ds_ptr, WeiDataType *c_ptr, const GroupedConvBwdDataKernelArgsSpecialized &kargs, const index_t group_id)
Definition: grouped_convolution_backward_data_kernel.hpp:677
static CK_TILE_HOST auto GridSize(const GroupedConvBwdDataKernelArgsSpecialized &kargs)
Definition: grouped_convolution_backward_data_kernel.hpp:526
remove_cvref_t< typename GemmPipeline::ALayout > GemmALayout
Definition: grouped_convolution_backward_data_kernel.hpp:477
remove_cvref_t< typename EpiloguePipeline::DsLayout > GemmDsLayout
Definition: grouped_convolution_backward_data_kernel.hpp:486
CK_TILE_DEVICE index_t FindGroupId(const GroupedConvBwdDataKernelArgsSpecialized &kargs, index_t block_id) const
Definition: grouped_convolution_backward_data_kernel.hpp:901
static CK_TILE_DEVICE void RunGemm(const OutDataType *a_ptr, const InDataType *b_ptr, const std::array< const void *, NumDTensor > &ds_ptr, WeiDataType *c_ptr, void *smem_ptr_0, const GroupedConvBwdDataKernelArgsSpecialized &kargs, const index_t block_idx_m, const index_t block_idx_n, const index_t group_id)
Runs single GEMM problem cooperatively by whole workgroup.
Definition: grouped_convolution_backward_data_kernel.hpp:814
static constexpr CK_TILE_HOST_DEVICE index_t GetSmemSize()
Definition: grouped_convolution_backward_data_kernel.hpp:540
static CK_TILE_DEVICE void RunGemm2LDS(const OutDataType *a_ptr, const InDataType *b_ptr, const std::array< const void *, NumDTensor > &ds_ptr, WeiDataType *c_ptr, void *__restrict__ smem_ptr_0, void *__restrict__ smem_ptr_1, const GroupedConvBwdDataKernelArgsSpecialized &kargs, const index_t block_idx_m, const index_t block_idx_n, const index_t group_id)
Runs single GEMM problem cooperatively by whole workgroup.
Definition: grouped_convolution_backward_data_kernel.hpp:865
CK_TILE_DEVICE void operator()(GroupedConvBwdDataKernelArgsSpecialized kargs) const
Definition: grouped_convolution_backward_data_kernel.hpp:926
static constexpr bool IsSplitKSupported
Definition: grouped_convolution_backward_data_kernel.hpp:503
remove_cvref_t< typename GroupedConvTraitsType_::InLayout > InLayout
Definition: grouped_convolution_backward_data_kernel.hpp:481
remove_cvref_t< typename GemmPipeline::CLayout > GemmCLayout
Definition: grouped_convolution_backward_data_kernel.hpp:479
remove_cvref_t< typename EpiloguePipeline::DsDataType > DsDataType
Definition: grouped_convolution_backward_data_kernel.hpp:493
static CK_TILE_HOST const std::string GetName()
Definition: grouped_convolution_backward_data_kernel.hpp:519
static constexpr auto I0
Definition: grouped_convolution_backward_data_kernel.hpp:505
static CK_TILE_DEVICE auto GetOffsetedTileIndex(index_t block_start, index_t M, index_t N) noexcept -> const tuple< index_t, index_t >
The function subtracts the block's start (offset) from 1D raw-indexes.
Definition: gemm_tile_partitioner.hpp:192
Definition: transform_conv_bwd_data_to_gemm.hpp:19
CK_TILE_HOST auto MakeABCGridDescriptor_A_K0_M_K1_B_K0_N_K1_C_M_N([[maybe_unused]] const index_t GemmKBatch) const
Definition: transform_conv_bwd_data_to_gemm.hpp:546
Definition: integral_constant.hpp:13
std::vector< ck_tile::long_index_t > input_spatial_lengths_
Definition: convolution_parameter.hpp:130
std::vector< ck_tile::long_index_t > output_spatial_lengths_
Definition: convolution_parameter.hpp:131
std::vector< ck_tile::long_index_t > input_right_pads_
Definition: convolution_parameter.hpp:137
std::vector< ck_tile::long_index_t > conv_filter_strides_
Definition: convolution_parameter.hpp:133
std::vector< ck_tile::long_index_t > filter_spatial_lengths_
Definition: convolution_parameter.hpp:129
std::vector< ck_tile::long_index_t > input_left_pads_
Definition: convolution_parameter.hpp:136
std::vector< ck_tile::long_index_t > conv_filter_dilations_
Definition: convolution_parameter.hpp:134
Definition: type_traits.hpp:115
Definition: sequence.hpp:49