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grouped_convolution_backward_weight_kernel.hpp
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384 return concat('_', "grouped_convolution_backward_weight", 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_weight_kernel.hpp:22
long_index_t group_stride_a
Definition: grouped_convolution_backward_weight_kernel.hpp:289
remove_cvref_t< decltype(ConvToGemmTransformer{}.MakeABCGridDescriptor_A_K0_M_K1_B_K0_N_K1_C_M_N())> ABCGridDescs
Definition: grouped_convolution_backward_weight_kernel.hpp:258
array< index_t, GroupedConvTraitsType_::NDimSpatial > conv_filter_strides
Definition: grouped_convolution_backward_weight_kernel.hpp:269
remove_cvref_t< decltype(ABCGridDescs{}[number< 1 >{}])> BGridDescNK
Definition: grouped_convolution_backward_weight_kernel.hpp:261
array< index_t, NonSpatialDims+GroupedConvTraitsType_::NDimSpatial > wei_g_k_c_xs_lengths
Definition: grouped_convolution_backward_weight_kernel.hpp:266
void * wei_ptr
Definition: grouped_convolution_backward_weight_kernel.hpp:283
long_index_t group_stride_b
Definition: grouped_convolution_backward_weight_kernel.hpp:290
CGridDescMN c_grid_desc_m_n
Definition: grouped_convolution_backward_weight_kernel.hpp:287
array< index_t, NonSpatialDims+GroupedConvTraitsType_::NDimSpatial > in_g_n_c_wis_lengths
Definition: grouped_convolution_backward_weight_kernel.hpp:265
array< index_t, GroupedConvTraitsType_::NDimSpatial > conv_filter_dilations
Definition: grouped_convolution_backward_weight_kernel.hpp:270
index_t GemmN
Definition: grouped_convolution_backward_weight_kernel.hpp:276
index_t GemmBatch
Definition: grouped_convolution_backward_weight_kernel.hpp:278
array< index_t, NonSpatialDims+GroupedConvTraitsType_::NDimSpatial > out_g_n_k_wos_lengths
Definition: grouped_convolution_backward_weight_kernel.hpp:267
remove_cvref_t< decltype(ABCGridDescs{}[number< 0 >{}])> AGridDescMK
Definition: grouped_convolution_backward_weight_kernel.hpp:260
BGridDescNK b_grid_desc_n_k
Definition: grouped_convolution_backward_weight_kernel.hpp:286
CK_TILE_HOST GroupedConvBwdWeightKernelArgs(const GroupedConvBwdWeightHostArgs &args)
Definition: grouped_convolution_backward_weight_kernel.hpp:37
array< index_t, GroupedConvTraitsType_::NDimSpatial > input_left_pads
Definition: grouped_convolution_backward_weight_kernel.hpp:271
std::array< const void *, NumDTensor > ds_ptr
Definition: grouped_convolution_backward_weight_kernel.hpp:282
index_t GemmM
Definition: grouped_convolution_backward_weight_kernel.hpp:275
remove_cvref_t< decltype(ABCGridDescs{}[number< 2 >{}])> CGridDescMN
Definition: grouped_convolution_backward_weight_kernel.hpp:262
array< index_t, GroupedConvTraitsType_::NDimSpatial > input_right_pads
Definition: grouped_convolution_backward_weight_kernel.hpp:272
index_t GemmK
Definition: grouped_convolution_backward_weight_kernel.hpp:277
const void * in_ptr
Definition: grouped_convolution_backward_weight_kernel.hpp:281
index_t k_batch
Definition: grouped_convolution_backward_weight_kernel.hpp:274
static constexpr index_t NonSpatialDims
Definition: grouped_convolution_backward_weight_kernel.hpp:264
const void * out_ptr
Definition: grouped_convolution_backward_weight_kernel.hpp:280
AGridDescMK a_grid_desc_m_k
Definition: grouped_convolution_backward_weight_kernel.hpp:285
static constexpr index_t NumDTensor
Definition: grouped_convolution_backward_weight_kernel.hpp:27
long_index_t group_stride_c
Definition: grouped_convolution_backward_weight_kernel.hpp:291
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
Definition: grouped_convolution_backward_weight_kernel.hpp:409
index_t b_k_split_offset
Definition: grouped_convolution_backward_weight_kernel.hpp:433
index_t splitted_k
Definition: grouped_convolution_backward_weight_kernel.hpp:434
__device__ SplitKBatchOffset(const GroupedConvBwdWeightKernelArgsSpecialized &kargs, const std::size_t k_id=blockIdx.z)
Definition: grouped_convolution_backward_weight_kernel.hpp:410
index_t a_k_split_offset
Definition: grouped_convolution_backward_weight_kernel.hpp:432
The Grouped Convolution Backward Weight kernel template.
Definition: grouped_convolution_backward_weight_kernel.hpp:337
remove_cvref_t< typename EpiloguePipeline::DsLayout > GemmDsLayout
Definition: grouped_convolution_backward_weight_kernel.hpp:353
static constexpr index_t kBlockSize
Definition: grouped_convolution_backward_weight_kernel.hpp:356
static CK_TILE_DEVICE auto MakeGemmPadViews(const TensorView &views, const index_t k_batch)
Definition: grouped_convolution_backward_weight_kernel.hpp:619
static constexpr CK_TILE_HOST auto BlockSize()
Definition: grouped_convolution_backward_weight_kernel.hpp:395
remove_cvref_t< typename GroupedConvTraitsType_::OutLayout > OutLayout
Definition: grouped_convolution_backward_weight_kernel.hpp:350
remove_cvref_t< TilePartitioner_ > TilePartitioner
Definition: grouped_convolution_backward_weight_kernel.hpp:341
remove_cvref_t< typename GemmPipeline::ADataType > InDataType
Definition: grouped_convolution_backward_weight_kernel.hpp:358
remove_cvref_t< typename EpiloguePipeline::ODataType > OutDataType
Definition: grouped_convolution_backward_weight_kernel.hpp:362
remove_cvref_t< GemmPipeline_ > GemmPipeline
Definition: grouped_convolution_backward_weight_kernel.hpp:342
GroupedConvBwdWeightKernelArgs< GroupedConvTraitsType_ > GroupedConvBwdWeightKernelArgsSpecialized
Definition: grouped_convolution_backward_weight_kernel.hpp:365
static CK_TILE_HOST const std::string GetName()
Definition: grouped_convolution_backward_weight_kernel.hpp:381
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 GroupedConvBwdWeightKernelArgsSpecialized &kargs, const index_t num_loop, const index_t block_idx_m, const index_t block_idx_n, const index_t block_idx_k)
Runs single GEMM problem cooperatively by whole workgroup.
Definition: grouped_convolution_backward_weight_kernel.hpp:762
remove_cvref_t< typename GemmPipeline::CLayout > GemmCLayout
Definition: grouped_convolution_backward_weight_kernel.hpp:346
static constexpr auto I2
Definition: grouped_convolution_backward_weight_kernel.hpp:372
static constexpr CK_TILE_HOST GroupedConvBwdWeightKernelArgsSpecialized MakeKernelArgs(const GroupedConvBwdWeightHostArgs &hostArgs)
Definition: grouped_convolution_backward_weight_kernel.hpp:398
remove_cvref_t< typename GemmPipeline::ALayout > GemmALayout
Definition: grouped_convolution_backward_weight_kernel.hpp:344
static CK_TILE_HOST bool IsSupportedArgument(const GroupedConvBwdWeightKernelArgsSpecialized &kargs)
Definition: grouped_convolution_backward_weight_kernel.hpp:451
remove_cvref_t< EpiloguePipeline_ > EpiloguePipeline
Definition: grouped_convolution_backward_weight_kernel.hpp:343
static constexpr ConvolutionSpecialization ConvSpecialization
Definition: grouped_convolution_backward_weight_kernel.hpp:339
remove_cvref_t< typename GroupedConvTraitsType_::WeiLayout > WeiLayout
Definition: grouped_convolution_backward_weight_kernel.hpp:349
static constexpr bool IsSplitKSupported
Definition: grouped_convolution_backward_weight_kernel.hpp:368
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 GroupedConvBwdWeightKernelArgsSpecialized &kargs, const index_t num_loop, const index_t block_idx_m, const index_t block_idx_n, const index_t block_idx_k)
Runs single GEMM problem cooperatively by whole workgroup.
Definition: grouped_convolution_backward_weight_kernel.hpp:712
static constexpr index_t NDimSpatial
Definition: grouped_convolution_backward_weight_kernel.hpp:338
remove_cvref_t< typename GroupedConvTraitsType_::DsLayout > DsLayout
Definition: grouped_convolution_backward_weight_kernel.hpp:351
remove_cvref_t< typename GroupedConvTraitsType_::InLayout > InLayout
Definition: grouped_convolution_backward_weight_kernel.hpp:348
static CK_TILE_HOST auto Preprocess(const GroupedConvBwdWeightKernelArgsSpecialized &kargs, const stream_config &s)
Definition: grouped_convolution_backward_weight_kernel.hpp:437
static constexpr auto I3
Definition: grouped_convolution_backward_weight_kernel.hpp:373
static constexpr auto I0
Definition: grouped_convolution_backward_weight_kernel.hpp:370
CK_TILE_DEVICE void operator()(GroupedConvBwdWeightKernelArgsSpecialized kargs) const
Definition: grouped_convolution_backward_weight_kernel.hpp:797
static constexpr auto I1
Definition: grouped_convolution_backward_weight_kernel.hpp:371
remove_cvref_t< typename EpiloguePipeline::DsDataType > DsDataType
Definition: grouped_convolution_backward_weight_kernel.hpp:360
remove_cvref_t< typename GemmPipeline::BDataType > WeiDataType
Definition: grouped_convolution_backward_weight_kernel.hpp:359
static constexpr index_t NumDTensor
Definition: grouped_convolution_backward_weight_kernel.hpp:354
static constexpr CK_TILE_HOST_DEVICE index_t GetSmemSize()
Definition: grouped_convolution_backward_weight_kernel.hpp:403
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 GroupedConvBwdWeightKernelArgsSpecialized &kargs)
Definition: grouped_convolution_backward_weight_kernel.hpp:577
remove_cvref_t< typename GemmPipeline::BLayout > GemmBLayout
Definition: grouped_convolution_backward_weight_kernel.hpp:345
static constexpr CK_TILE_HOST auto GridSize(const GroupedConvBwdWeightKernelArgsSpecialized &kargs)
Definition: grouped_convolution_backward_weight_kernel.hpp:389
static CK_TILE_DEVICE auto MakeGemmTileWindows(const PadView &views, const index_t i_m, const index_t i_n, const index_t i_k)
Definition: grouped_convolution_backward_weight_kernel.hpp:659
Definition: transform_conv_bwd_weight_to_gemm.hpp:19
CK_TILE_HOST auto MakeABCGridDescriptor_A_K0_M_K1_B_K0_N_K1_C_M_N() const
Definition: transform_conv_bwd_weight_to_gemm.hpp:533
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
Definition: stream_config.hpp:30