"git@developer.sourcefind.cn:OpenDAS/mmdetection3d.git" did not exist on "8fb2cf6c3773977a3a1f473c43b065afc0181b48"
Unverified Commit a054f7d6 authored by Anthony Chang's avatar Anthony Chang Committed by GitHub
Browse files

Refactor block to C tile map (#235)

* refactor block-to-ctile-map

* gridwise gemm block2ctile generic validity check

* format

* amend split-k gemm block2ctile map refactor

* add test

* format

* amend

* revert to calculating batch index in kernel instead of passing as block_id_z

* move file

* add valid ctile index check to gridwise v2r4
parent 070619fb
...@@ -470,44 +470,6 @@ struct DeviceBatchedGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGloba ...@@ -470,44 +470,6 @@ struct DeviceBatchedGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGloba
using CGridDesc_M_N = decltype(MakeCGridDescriptor_M_N(1, 1, 1)); using CGridDesc_M_N = decltype(MakeCGridDescriptor_M_N(1, 1, 1));
using DGridDesc_M = decltype(MakeDGridDescriptor_M(1)); using DGridDesc_M = decltype(MakeDGridDescriptor_M(1));
static constexpr auto MakeBlock2CTileMap(index_t batch_count,
const CGridDesc_M_N& c_grid_desc_m_n,
index_t M01,
index_t N01)
{
const auto M = c_grid_desc_m_n.GetLength(I0);
const auto N = c_grid_desc_m_n.GetLength(I1);
constexpr auto M1 = Number<MPerBlock>{};
constexpr auto N1 = Number<NPerBlock>{};
const auto M0 = M / M1;
const auto N0 = N / N1;
const auto M00 = M0 / M01;
const auto N00 = N0 / N01;
const auto g_m00_m01_n00_n01_to_m0_n0_block_cluster_adaptor =
make_single_stage_tensor_adaptor(
make_tuple(make_insert_transform(batch_count),
make_unmerge_transform(make_tuple(M00, M01)),
make_unmerge_transform(make_tuple(N00, N01))),
make_tuple(Sequence<>{}, Sequence<0>{}, Sequence<1>{}),
make_tuple(Sequence<0>{}, Sequence<1, 3>{}, Sequence<2, 4>{}));
const auto globalblockid_to_m00_m01_n00_n01_block_cluster_adaptor =
make_single_stage_tensor_adaptor(
make_tuple(make_merge_transform(make_tuple(batch_count, M00, N00, M01, N01))),
make_tuple(Sequence<0, 1, 2, 3, 4>{}),
make_tuple(Sequence<0>{}));
const auto globalblockid_to_m0_n0_block_cluster_adaptor =
chain_tensor_adaptors(g_m00_m01_n00_n01_to_m0_n0_block_cluster_adaptor,
globalblockid_to_m00_m01_n00_n01_block_cluster_adaptor);
return globalblockid_to_m0_n0_block_cluster_adaptor;
}
struct ComputeBasePtrOfStridedBatch struct ComputeBasePtrOfStridedBatch
{ {
ComputeBasePtrOfStridedBatch(index_t BatchStrideA, ComputeBasePtrOfStridedBatch(index_t BatchStrideA,
...@@ -608,8 +570,6 @@ struct DeviceBatchedGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGloba ...@@ -608,8 +570,6 @@ struct DeviceBatchedGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGloba
CReduceThreadVgpr2GlobalCopySrcDstScalarPerVector_MPerBlock, CReduceThreadVgpr2GlobalCopySrcDstScalarPerVector_MPerBlock,
LoopSched>; LoopSched>;
using Block2CTileMap = decltype(MakeBlock2CTileMap(1, CGridDesc_M_N{}, 1, 1));
// Argument // Argument
struct Argument : public BaseArgument struct Argument : public BaseArgument
{ {
...@@ -645,15 +605,17 @@ struct DeviceBatchedGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGloba ...@@ -645,15 +605,17 @@ struct DeviceBatchedGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGloba
type_convert<index_t>(b_grid_desc_bk0_n_bk1_.GetElementSpaceSize()), type_convert<index_t>(b_grid_desc_bk0_n_bk1_.GetElementSpaceSize()),
type_convert<index_t>(c_grid_desc_m_n_.GetElementSpaceSize()), type_convert<index_t>(c_grid_desc_m_n_.GetElementSpaceSize()),
type_convert<index_t>(d_grid_desc_m_.GetElementSpaceSize())}, type_convert<index_t>(d_grid_desc_m_.GetElementSpaceSize())},
block_2_ctile_map_{}, block_2_ctile_map_{GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_)},
a_element_op_{a_element_op}, a_element_op_{a_element_op},
b_element_op_{b_element_op}, b_element_op_{b_element_op},
c_element_op_{c_element_op}, c_element_op_{c_element_op},
dxs_in_element_op_{dxs_in_element_op}, dxs_in_element_op_{dxs_in_element_op},
dxs_out_element_op_{dxs_out_element_op} dxs_out_element_op_{dxs_out_element_op}
{ {
if(GridwiseGemm::CheckValidity( if(GridwiseGemm::CheckValidity(a_grid_desc_ak0_m_ak1_,
a_grid_desc_ak0_m_ak1_, b_grid_desc_bk0_n_bk1_, c_grid_desc_m_n_)) b_grid_desc_bk0_n_bk1_,
c_grid_desc_m_n_,
block_2_ctile_map_))
{ {
c_grid_desc_mblock_mperblock_nblock_nperblock_ = c_grid_desc_mblock_mperblock_nblock_nperblock_ =
GridwiseGemm::MakeCGridDescriptor_MBlock_MPerBlock_NBlock_NPerBlock( GridwiseGemm::MakeCGridDescriptor_MBlock_MPerBlock_NBlock_NPerBlock(
...@@ -661,8 +623,6 @@ struct DeviceBatchedGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGloba ...@@ -661,8 +623,6 @@ struct DeviceBatchedGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGloba
d_grid_desc_mblock_mperblock_ = d_grid_desc_mblock_mperblock_ =
GridwiseGemm::MakeDGridDescriptor_MBlock_MPerBlock(d_grid_desc_m_); GridwiseGemm::MakeDGridDescriptor_MBlock_MPerBlock(d_grid_desc_m_);
block_2_ctile_map_ = MakeBlock2CTileMap(BatchCount, c_grid_desc_m_n_, 1, 1);
} }
} }
...@@ -680,7 +640,7 @@ struct DeviceBatchedGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGloba ...@@ -680,7 +640,7 @@ struct DeviceBatchedGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGloba
c_grid_desc_mblock_mperblock_nblock_nperblock_; c_grid_desc_mblock_mperblock_nblock_nperblock_;
typename GridwiseGemm::DGridDescriptor_MBlock_MPerBlock d_grid_desc_mblock_mperblock_; typename GridwiseGemm::DGridDescriptor_MBlock_MPerBlock d_grid_desc_mblock_mperblock_;
ComputeBasePtrOfStridedBatch compute_base_ptr_of_batch_; ComputeBasePtrOfStridedBatch compute_base_ptr_of_batch_;
Block2CTileMap block_2_ctile_map_; typename GridwiseGemm::DefaultBlock2CTileMap block_2_ctile_map_;
AElementwiseOperation a_element_op_; AElementwiseOperation a_element_op_;
BElementwiseOperation b_element_op_; BElementwiseOperation b_element_op_;
CElementwiseOperation c_element_op_; CElementwiseOperation c_element_op_;
...@@ -717,14 +677,16 @@ struct DeviceBatchedGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGloba ...@@ -717,14 +677,16 @@ struct DeviceBatchedGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGloba
} }
#endif #endif
if(!GridwiseGemm::CheckValidity( if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_ak0_m_ak1_,
arg.a_grid_desc_ak0_m_ak1_, arg.b_grid_desc_bk0_n_bk1_, arg.c_grid_desc_m_n_)) arg.b_grid_desc_bk0_n_bk1_,
arg.c_grid_desc_m_n_,
arg.block_2_ctile_map_))
{ {
throw std::runtime_error("wrong! GridwiseGemm has invalid setting"); throw std::runtime_error("wrong! GridwiseGemm has invalid setting");
} }
const index_t grid_size = const index_t grid_size =
GridwiseGemm::CalculateGridSize(arg.c_grid_desc_m_n_) * arg.BatchCount_; arg.block_2_ctile_map_.CalculateGridSize(arg.c_grid_desc_m_n_) * arg.BatchCount_;
const auto K = const auto K =
arg.a_grid_desc_ak0_m_ak1_.GetLength(I0) * arg.a_grid_desc_ak0_m_ak1_.GetLength(I2); arg.a_grid_desc_ak0_m_ak1_.GetLength(I0) * arg.a_grid_desc_ak0_m_ak1_.GetLength(I2);
...@@ -747,7 +709,7 @@ struct DeviceBatchedGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGloba ...@@ -747,7 +709,7 @@ struct DeviceBatchedGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGloba
typename GridwiseGemm::CGridDescriptor_MBlock_MPerBlock_NBlock_NPerBlock, typename GridwiseGemm::CGridDescriptor_MBlock_MPerBlock_NBlock_NPerBlock,
typename GridwiseGemm::DGridDescriptor_MBlock_MPerBlock, typename GridwiseGemm::DGridDescriptor_MBlock_MPerBlock,
ComputeBasePtrOfStridedBatch, ComputeBasePtrOfStridedBatch,
remove_reference_t<Block2CTileMap>, typename GridwiseGemm::DefaultBlock2CTileMap,
true>; true>;
elapsed_time = elapsed_time =
...@@ -790,7 +752,7 @@ struct DeviceBatchedGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGloba ...@@ -790,7 +752,7 @@ struct DeviceBatchedGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGloba
typename GridwiseGemm::CGridDescriptor_MBlock_MPerBlock_NBlock_NPerBlock, typename GridwiseGemm::CGridDescriptor_MBlock_MPerBlock_NBlock_NPerBlock,
typename GridwiseGemm::DGridDescriptor_MBlock_MPerBlock, typename GridwiseGemm::DGridDescriptor_MBlock_MPerBlock,
ComputeBasePtrOfStridedBatch, ComputeBasePtrOfStridedBatch,
remove_reference_t<Block2CTileMap>, typename GridwiseGemm::DefaultBlock2CTileMap,
false>; false>;
elapsed_time = elapsed_time =
...@@ -836,8 +798,10 @@ struct DeviceBatchedGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGloba ...@@ -836,8 +798,10 @@ struct DeviceBatchedGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGloba
static bool IsSupportedArgument(const Argument& arg) static bool IsSupportedArgument(const Argument& arg)
{ {
return GridwiseGemm::CheckValidity( return GridwiseGemm::CheckValidity(arg.a_grid_desc_ak0_m_ak1_,
arg.a_grid_desc_ak0_m_ak1_, arg.b_grid_desc_bk0_n_bk1_, arg.c_grid_desc_m_n_); arg.b_grid_desc_bk0_n_bk1_,
arg.c_grid_desc_m_n_,
arg.block_2_ctile_map_);
} }
// polymorphic // polymorphic
......
...@@ -243,44 +243,6 @@ struct DeviceBatchedGemmXdl ...@@ -243,44 +243,6 @@ struct DeviceBatchedGemmXdl
using BGridDesc_K0_N_K1 = decltype(MakeBGridDescriptor_K0_N_K1(1, 1, 1)); using BGridDesc_K0_N_K1 = decltype(MakeBGridDescriptor_K0_N_K1(1, 1, 1));
using CGridDesc_M_N = decltype(MakeCGridDescriptor_M_N(1, 1, 1)); using CGridDesc_M_N = decltype(MakeCGridDescriptor_M_N(1, 1, 1));
static constexpr auto MakeBlock2CTileMap(index_t batch_count,
const CGridDesc_M_N& c_grid_desc_m_n,
index_t M01,
index_t N01)
{
const auto M = c_grid_desc_m_n.GetLength(I0);
const auto N = c_grid_desc_m_n.GetLength(I1);
constexpr auto M1 = Number<MPerBlock>{};
constexpr auto N1 = Number<NPerBlock>{};
const auto M0 = M / M1;
const auto N0 = N / N1;
const auto M00 = M0 / M01;
const auto N00 = N0 / N01;
const auto g_m00_m01_n00_n01_to_m0_n0_block_cluster_adaptor =
make_single_stage_tensor_adaptor(
make_tuple(make_insert_transform(batch_count),
make_unmerge_transform(make_tuple(M00, M01)),
make_unmerge_transform(make_tuple(N00, N01))),
make_tuple(Sequence<>{}, Sequence<0>{}, Sequence<1>{}),
make_tuple(Sequence<0>{}, Sequence<1, 3>{}, Sequence<2, 4>{}));
const auto globalblockid_to_m00_m01_n00_n01_block_cluster_adaptor =
make_single_stage_tensor_adaptor(
make_tuple(make_merge_transform(make_tuple(batch_count, M00, N00, M01, N01))),
make_tuple(Sequence<0, 1, 2, 3, 4>{}),
make_tuple(Sequence<0>{}));
const auto globalblockid_to_m0_n0_block_cluster_adaptor =
chain_tensor_adaptors(g_m00_m01_n00_n01_to_m0_n0_block_cluster_adaptor,
globalblockid_to_m00_m01_n00_n01_block_cluster_adaptor);
return globalblockid_to_m0_n0_block_cluster_adaptor;
}
struct ComputePtrOffsetOfStridedBatch struct ComputePtrOffsetOfStridedBatch
{ {
ComputePtrOffsetOfStridedBatch(index_t BatchStrideA, ComputePtrOffsetOfStridedBatch(index_t BatchStrideA,
...@@ -354,7 +316,7 @@ struct DeviceBatchedGemmXdl ...@@ -354,7 +316,7 @@ struct DeviceBatchedGemmXdl
using CGridDesc_M0_N0_M1_N1_M2_M3_M4_N2 = using CGridDesc_M0_N0_M1_N1_M2_M3_M4_N2 =
decltype(GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(CGridDesc_M_N{})); decltype(GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(CGridDesc_M_N{}));
using Block2CTileMap = decltype(MakeBlock2CTileMap(1, CGridDesc_M_N{}, 1, 1)); using Block2CTileMap = typename GridwiseGemm::DefaultBlock2CTileMap;
// Argument // Argument
struct Argument : public BaseArgument struct Argument : public BaseArgument
...@@ -388,20 +350,21 @@ struct DeviceBatchedGemmXdl ...@@ -388,20 +350,21 @@ struct DeviceBatchedGemmXdl
type_convert<index_t>(a_grid_desc_k0_m_k1_.GetElementSpaceSize()), type_convert<index_t>(a_grid_desc_k0_m_k1_.GetElementSpaceSize()),
type_convert<index_t>(b_grid_desc_k0_n_k1_.GetElementSpaceSize()), type_convert<index_t>(b_grid_desc_k0_n_k1_.GetElementSpaceSize()),
type_convert<index_t>(c_grid_desc_m_n_.GetElementSpaceSize())}, type_convert<index_t>(c_grid_desc_m_n_.GetElementSpaceSize())},
block_2_ctile_map_{}, block_2_ctile_map_{
GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01)},
M01_{M01}, M01_{M01},
N01_{N01}, N01_{N01},
a_element_op_{a_element_op}, a_element_op_{a_element_op},
b_element_op_{b_element_op}, b_element_op_{b_element_op},
c_element_op_{c_element_op} c_element_op_{c_element_op}
{ {
if(GridwiseGemm::CheckValidity( if(GridwiseGemm::CheckValidity(a_grid_desc_k0_m_k1_,
a_grid_desc_k0_m_k1_, b_grid_desc_k0_n_k1_, c_grid_desc_m_n_, M01_, N01_)) b_grid_desc_k0_n_k1_,
c_grid_desc_m_n_,
block_2_ctile_map_))
{ {
c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_ = c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_ =
GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(c_grid_desc_m_n_); GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(c_grid_desc_m_n_);
block_2_ctile_map_ = MakeBlock2CTileMap(BatchCount, c_grid_desc_m_n_, M01, N01);
} }
} }
...@@ -446,15 +409,14 @@ struct DeviceBatchedGemmXdl ...@@ -446,15 +409,14 @@ struct DeviceBatchedGemmXdl
if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_))
arg.N01_))
{ {
throw std::runtime_error( throw std::runtime_error(
"wrong! GridwiseBatchedGemm_km_kn_m0m1n0n1_xdlops_v2r3 has invalid setting"); "wrong! GridwiseBatchedGemm_km_kn_m0m1n0n1_xdlops_v2r3 has invalid setting");
} }
const index_t grid_size = const index_t grid_size =
GridwiseGemm::CalculateGridSize(arg.c_grid_desc_m_n_) * arg.BatchCount_; arg.block_2_ctile_map_.CalculateGridSize(arg.c_grid_desc_m_n_) * arg.BatchCount_;
const auto K = const auto K =
arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2); arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2);
...@@ -552,8 +514,7 @@ struct DeviceBatchedGemmXdl ...@@ -552,8 +514,7 @@ struct DeviceBatchedGemmXdl
return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_);
arg.N01_);
} }
// polymorphic // polymorphic
......
...@@ -433,17 +433,16 @@ struct DeviceConv2dBwdWeightXdl_C_Shuffle_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_ ...@@ -433,17 +433,16 @@ struct DeviceConv2dBwdWeightXdl_C_Shuffle_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_
b_grid_desc_kbatch_k0_n_k1_ = descs[I1]; b_grid_desc_kbatch_k0_n_k1_ = descs[I1];
c_grid_desc_m_n_ = descs[I2]; c_grid_desc_m_n_ = descs[I2];
block_2_ctile_map_ =
GridwiseGemm::MakeCBlockClusterAdaptor(c_grid_desc_m_n_, M01, N01, k_batch_);
if(GridwiseGemm::CheckValidity(a_grid_desc_kbatch_k0_m_k1_, if(GridwiseGemm::CheckValidity(a_grid_desc_kbatch_k0_m_k1_,
b_grid_desc_kbatch_k0_n_k1_, b_grid_desc_kbatch_k0_n_k1_,
c_grid_desc_m_n_, c_grid_desc_m_n_,
M01_, block_2_ctile_map_))
N01_))
{ {
c_grid_desc_mblock_mperblock_nblock_nperblock_ = c_grid_desc_mblock_mperblock_nblock_nperblock_ =
GridwiseGemm::MakeCGridDesc_MBlock_MPerBlock_NBlock_NPerBlock(c_grid_desc_m_n_); GridwiseGemm::MakeCGridDesc_MBlock_MPerBlock_NBlock_NPerBlock(c_grid_desc_m_n_);
block_2_ctile_map_ =
GridwiseGemm::MakeCBlockClusterAdaptor(c_grid_desc_m_n_, M01, N01, k_batch_);
} }
} }
...@@ -502,14 +501,14 @@ struct DeviceConv2dBwdWeightXdl_C_Shuffle_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_ ...@@ -502,14 +501,14 @@ struct DeviceConv2dBwdWeightXdl_C_Shuffle_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_
if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_kbatch_k0_m_k1_, if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_kbatch_k0_m_k1_,
arg.b_grid_desc_kbatch_k0_n_k1_, arg.b_grid_desc_kbatch_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_))
arg.N01_))
{ {
throw std::runtime_error( throw std::runtime_error(
"wrong! GridwiseGemm_bk0mk1_bk0nk1_mn_xdlops_bwd_weight has invalid setting"); "wrong! GridwiseGemm_bk0mk1_bk0nk1_mn_xdlops_bwd_weight has invalid setting");
} }
const auto kbatch = arg.a_grid_desc_kbatch_k0_m_k1_.GetLength(I0); const auto kbatch = arg.a_grid_desc_kbatch_k0_m_k1_.GetLength(I0);
const index_t grid_size = GridwiseGemm::CalculateGridSize(arg.c_grid_desc_m_n_, kbatch); const index_t grid_size =
arg.block_2_ctile_map_.CalculateGridSize(arg.c_grid_desc_m_n_);
const auto K0 = arg.a_grid_desc_kbatch_k0_m_k1_.GetLength(I1); const auto K0 = arg.a_grid_desc_kbatch_k0_m_k1_.GetLength(I1);
...@@ -659,8 +658,7 @@ struct DeviceConv2dBwdWeightXdl_C_Shuffle_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_ ...@@ -659,8 +658,7 @@ struct DeviceConv2dBwdWeightXdl_C_Shuffle_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_
return GridwiseGemm::CheckValidity(arg.a_grid_desc_kbatch_k0_m_k1_, return GridwiseGemm::CheckValidity(arg.a_grid_desc_kbatch_k0_m_k1_,
arg.b_grid_desc_kbatch_k0_n_k1_, arg.b_grid_desc_kbatch_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_);
arg.N01_);
} }
bool IsSupportedArgument(const BaseArgument* p_arg) override bool IsSupportedArgument(const BaseArgument* p_arg) override
......
...@@ -486,13 +486,16 @@ struct DeviceConv2dBwdDataXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K ...@@ -486,13 +486,16 @@ struct DeviceConv2dBwdDataXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
b_grid_desc_k0_n_k1_container_.push_back(descs[I1]); b_grid_desc_k0_n_k1_container_.push_back(descs[I1]);
c_grid_desc_m_n_container_.push_back(descs[I2]); c_grid_desc_m_n_container_.push_back(descs[I2]);
if(GridwiseGemm::CheckValidity(descs[I0], descs[I1], descs[I2], M01_, N01_)) auto block_2_ctile_map =
GridwiseGemm::MakeDefaultBlock2CTileMap(descs[I2], M01, N01);
if(GridwiseGemm::CheckValidity(
descs[I0], descs[I1], descs[I2], block_2_ctile_map))
{ {
c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_container_.push_back( c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_container_.push_back(
GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(descs[I2])); GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(descs[I2]));
block_2_ctile_map_container_.push_back( block_2_ctile_map_container_.push_back(block_2_ctile_map);
GridwiseGemm::MakeDefaultBlock2CTileMap(descs[I2], M01, N01));
} }
} }
} }
...@@ -572,15 +575,14 @@ struct DeviceConv2dBwdDataXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K ...@@ -572,15 +575,14 @@ struct DeviceConv2dBwdDataXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_container_[i], if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_container_[i],
arg.b_grid_desc_k0_n_k1_container_[i], arg.b_grid_desc_k0_n_k1_container_[i],
arg.c_grid_desc_m_n_container_[i], arg.c_grid_desc_m_n_container_[i],
arg.M01_, arg.block_2_ctile_map_container_[i]))
arg.N01_))
{ {
throw std::runtime_error( throw std::runtime_error(
"wrong! GridwiseGemm_km_kn_m0m1n0n1_xdlops_v3r1 has invalid setting"); "wrong! GridwiseGemm_km_kn_m0m1n0n1_xdlops_v3r1 has invalid setting");
} }
const index_t grid_size = const index_t grid_size = arg.block_2_ctile_map_container_[i].CalculateGridSize(
GridwiseGemm::CalculateGridSize(arg.c_grid_desc_m_n_container_[i]); arg.c_grid_desc_m_n_container_[i]);
const auto K = arg.a_grid_desc_k0_m_k1_container_[i].GetLength(I0) * const auto K = arg.a_grid_desc_k0_m_k1_container_[i].GetLength(I0) *
arg.a_grid_desc_k0_m_k1_container_[i].GetLength(I2); arg.a_grid_desc_k0_m_k1_container_[i].GetLength(I2);
...@@ -703,8 +705,7 @@ struct DeviceConv2dBwdDataXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K ...@@ -703,8 +705,7 @@ struct DeviceConv2dBwdDataXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_container_[i], if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_container_[i],
arg.b_grid_desc_k0_n_k1_container_[i], arg.b_grid_desc_k0_n_k1_container_[i],
arg.c_grid_desc_m_n_container_[i], arg.c_grid_desc_m_n_container_[i],
arg.M01_, arg.block_2_ctile_map_container_[i]))
arg.N01_))
{ {
return false; return false;
} }
......
...@@ -540,7 +540,8 @@ struct ...@@ -540,7 +540,8 @@ struct
c_grid_desc_mblock_mxdlperwave_mwavemperxdl_nblock_nxdlperwave_nwavenperxdl_{}, c_grid_desc_mblock_mxdlperwave_mwavemperxdl_nblock_nxdlperwave_nwavenperxdl_{},
c0_grid_desc_mblock_mxdlperwave_mwavemperxdl_nblock_nxdlperwave_nwavenperxdl_{}, c0_grid_desc_mblock_mxdlperwave_mwavemperxdl_nblock_nxdlperwave_nwavenperxdl_{},
c1_grid_desc_mblock_mxdlperwave_mwavemperxdl_nblock_nxdlperwave_nwavenperxdl_{}, c1_grid_desc_mblock_mxdlperwave_mwavemperxdl_nblock_nxdlperwave_nwavenperxdl_{},
block_2_ctile_map_{}, block_2_ctile_map_{
GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01)},
M01_{M01}, M01_{M01},
N01_{N01}, N01_{N01},
in_element_op_{in_element_op}, in_element_op_{in_element_op},
...@@ -575,8 +576,10 @@ struct ...@@ -575,8 +576,10 @@ struct
c0_grid_desc_m_n_ = descs[I3]; c0_grid_desc_m_n_ = descs[I3];
c1_grid_desc_m_n_ = descs[I4]; c1_grid_desc_m_n_ = descs[I4];
if(GridwiseGemm::CheckValidity( if(GridwiseGemm::CheckValidity(a_grid_desc_k0_m_k1_,
a_grid_desc_k0_m_k1_, b_grid_desc_k0_n_k1_, c_grid_desc_m_n_, M01_, N01_)) b_grid_desc_k0_n_k1_,
c_grid_desc_m_n_,
block_2_ctile_map_))
{ {
c_grid_desc_mblock_mxdlperwave_mwavemperxdl_nblock_nxdlperwave_nwavenperxdl_ = c_grid_desc_mblock_mxdlperwave_mwavemperxdl_nblock_nxdlperwave_nwavenperxdl_ =
GridwiseGemm:: GridwiseGemm::
...@@ -592,9 +595,6 @@ struct ...@@ -592,9 +595,6 @@ struct
GridwiseGemm:: GridwiseGemm::
MakeCGridDescriptor_MBlock_MXdlPerWave_MWaveMPerXdl_NBlock_NXdlPerWave_NWaveNPerXdl( MakeCGridDescriptor_MBlock_MXdlPerWave_MWaveMPerXdl_NBlock_NXdlPerWave_NWaveNPerXdl(
c1_grid_desc_m_n_); c1_grid_desc_m_n_);
block_2_ctile_map_ =
GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01);
} }
} }
...@@ -689,14 +689,14 @@ struct ...@@ -689,14 +689,14 @@ struct
if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_))
arg.N01_))
{ {
throw std::runtime_error( throw std::runtime_error(
"wrong! GridwiseGemm_km_kn_m0m1n0n1_xdlops_v3r3 has invalid setting"); "wrong! GridwiseGemm_km_kn_m0m1n0n1_xdlops_v3r3 has invalid setting");
} }
const index_t grid_size = GridwiseGemm::CalculateGridSize(arg.c_grid_desc_m_n_); const index_t grid_size =
arg.block_2_ctile_map_.CalculateGridSize(arg.c_grid_desc_m_n_);
const auto K = const auto K =
arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2); arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2);
...@@ -852,8 +852,7 @@ struct ...@@ -852,8 +852,7 @@ struct
return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_);
arg.N01_);
} }
bool IsSupportedArgument(const BaseArgument* p_arg) override bool IsSupportedArgument(const BaseArgument* p_arg) override
......
...@@ -548,9 +548,13 @@ struct DeviceConv2dFwdXdl_C_Shuffle_Bias_Activation_Input_N_Hi_Wi_C_Weight_K_Y_X ...@@ -548,9 +548,13 @@ struct DeviceConv2dFwdXdl_C_Shuffle_Bias_Activation_Input_N_Hi_Wi_C_Weight_K_Y_X
b_grid_desc_k0_n_k1_ = descs[I1]; b_grid_desc_k0_n_k1_ = descs[I1];
c_grid_desc_m_n_ = descs[I2]; c_grid_desc_m_n_ = descs[I2];
c0_grid_desc_m_n_ = descs[I3]; c0_grid_desc_m_n_ = descs[I3];
block_2_ctile_map_ =
GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01);
if(GridwiseGemm::CheckValidity( if(GridwiseGemm::CheckValidity(a_grid_desc_k0_m_k1_,
a_grid_desc_k0_m_k1_, b_grid_desc_k0_n_k1_, c_grid_desc_m_n_, M01_, N01_)) b_grid_desc_k0_n_k1_,
c_grid_desc_m_n_,
block_2_ctile_map_))
{ {
c_grid_desc_mblock_mxdlperwave_mwavemperxdl_nblock_nxdlperwave_nwavenperxdl_ = c_grid_desc_mblock_mxdlperwave_mwavemperxdl_nblock_nxdlperwave_nwavenperxdl_ =
GridwiseGemm:: GridwiseGemm::
...@@ -561,9 +565,6 @@ struct DeviceConv2dFwdXdl_C_Shuffle_Bias_Activation_Input_N_Hi_Wi_C_Weight_K_Y_X ...@@ -561,9 +565,6 @@ struct DeviceConv2dFwdXdl_C_Shuffle_Bias_Activation_Input_N_Hi_Wi_C_Weight_K_Y_X
GridwiseGemm:: GridwiseGemm::
MakeCGridDescriptor_MBlock_MXdlPerWave_MWaveMPerXdl_NBlock_NXdlPerWave_NWaveNPerXdl( MakeCGridDescriptor_MBlock_MXdlPerWave_MWaveMPerXdl_NBlock_NXdlPerWave_NWaveNPerXdl(
c0_grid_desc_m_n_); c0_grid_desc_m_n_);
block_2_ctile_map_ =
GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01);
} }
} }
...@@ -649,14 +650,14 @@ struct DeviceConv2dFwdXdl_C_Shuffle_Bias_Activation_Input_N_Hi_Wi_C_Weight_K_Y_X ...@@ -649,14 +650,14 @@ struct DeviceConv2dFwdXdl_C_Shuffle_Bias_Activation_Input_N_Hi_Wi_C_Weight_K_Y_X
if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_))
arg.N01_))
{ {
throw std::runtime_error( throw std::runtime_error(
"wrong! GridwiseGemm_km_kn_m0m1n0n1_xdlops_v3r2 has invalid setting"); "wrong! GridwiseGemm_km_kn_m0m1n0n1_xdlops_v3r2 has invalid setting");
} }
const index_t grid_size = GridwiseGemm::CalculateGridSize(arg.c_grid_desc_m_n_); const index_t grid_size =
arg.block_2_ctile_map_.CalculateGridSize(arg.c_grid_desc_m_n_);
const auto K = const auto K =
arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2); arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2);
...@@ -802,8 +803,7 @@ struct DeviceConv2dFwdXdl_C_Shuffle_Bias_Activation_Input_N_Hi_Wi_C_Weight_K_Y_X ...@@ -802,8 +803,7 @@ struct DeviceConv2dFwdXdl_C_Shuffle_Bias_Activation_Input_N_Hi_Wi_C_Weight_K_Y_X
return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_);
arg.N01_);
} }
bool IsSupportedArgument(const BaseArgument* p_arg) override bool IsSupportedArgument(const BaseArgument* p_arg) override
......
...@@ -520,18 +520,20 @@ struct DeviceConv2dFwdXdl_C_Shuffle_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_W ...@@ -520,18 +520,20 @@ struct DeviceConv2dFwdXdl_C_Shuffle_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_W
a_grid_desc_k0_m_k1_ = descs[I0]; a_grid_desc_k0_m_k1_ = descs[I0];
b_grid_desc_k0_n_k1_ = descs[I1]; b_grid_desc_k0_n_k1_ = descs[I1];
c_grid_desc_m_n_ = descs[I2]; block_2_ctile_map_ =
GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01);
if(GridwiseGemm::CheckValidity( c_grid_desc_m_n_ = descs[I2];
a_grid_desc_k0_m_k1_, b_grid_desc_k0_n_k1_, c_grid_desc_m_n_, M01_, N01_))
if(GridwiseGemm::CheckValidity(a_grid_desc_k0_m_k1_,
b_grid_desc_k0_n_k1_,
c_grid_desc_m_n_,
block_2_ctile_map_))
{ {
c_grid_desc_mblock_mxdlperwave_mwavemperxdl_nblock_nxdlperwave_nwavenperxdl_ = c_grid_desc_mblock_mxdlperwave_mwavemperxdl_nblock_nxdlperwave_nwavenperxdl_ =
GridwiseGemm:: GridwiseGemm::
MakeCGridDescriptor_MBlock_MXdlPerWave_MWaveMPerXdl_NBlock_NXdlPerWave_NWaveNPerXdl( MakeCGridDescriptor_MBlock_MXdlPerWave_MWaveMPerXdl_NBlock_NXdlPerWave_NWaveNPerXdl(
c_grid_desc_m_n_); c_grid_desc_m_n_);
block_2_ctile_map_ =
GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01);
} }
} }
...@@ -631,14 +633,14 @@ struct DeviceConv2dFwdXdl_C_Shuffle_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_W ...@@ -631,14 +633,14 @@ struct DeviceConv2dFwdXdl_C_Shuffle_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_W
if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_))
arg.N01_))
{ {
throw std::runtime_error( throw std::runtime_error(
"wrong! GridwiseGemm_km_kn_m0m1n0n1_xdlops_v3r1 has invalid setting"); "wrong! GridwiseGemm_km_kn_m0m1n0n1_xdlops_v3r1 has invalid setting");
} }
const index_t grid_size = GridwiseGemm::CalculateGridSize(arg.c_grid_desc_m_n_); const index_t grid_size =
arg.block_2_ctile_map_.CalculateGridSize(arg.c_grid_desc_m_n_);
const auto K = const auto K =
arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2); arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2);
...@@ -774,8 +776,7 @@ struct DeviceConv2dFwdXdl_C_Shuffle_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_W ...@@ -774,8 +776,7 @@ struct DeviceConv2dFwdXdl_C_Shuffle_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_W
return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_);
arg.N01_);
} }
bool IsSupportedArgument(const BaseArgument* p_arg) override bool IsSupportedArgument(const BaseArgument* p_arg) override
......
...@@ -408,15 +408,16 @@ struct DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K ...@@ -408,15 +408,16 @@ struct DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
a_grid_desc_k0_m_k1_ = descs[I0]; a_grid_desc_k0_m_k1_ = descs[I0];
b_grid_desc_k0_n_k1_ = descs[I1]; b_grid_desc_k0_n_k1_ = descs[I1];
c_grid_desc_m_n_ = descs[I2]; c_grid_desc_m_n_ = descs[I2];
block_2_ctile_map_ =
GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01);
if(GridwiseGemm::CheckValidity( if(GridwiseGemm::CheckValidity(a_grid_desc_k0_m_k1_,
a_grid_desc_k0_m_k1_, b_grid_desc_k0_n_k1_, c_grid_desc_m_n_, M01_, N01_)) b_grid_desc_k0_n_k1_,
c_grid_desc_m_n_,
block_2_ctile_map_))
{ {
c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_ = c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_ =
GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(c_grid_desc_m_n_); GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(c_grid_desc_m_n_);
block_2_ctile_map_ =
GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01);
} }
} }
...@@ -469,14 +470,14 @@ struct DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K ...@@ -469,14 +470,14 @@ struct DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_))
arg.N01_))
{ {
throw std::runtime_error( throw std::runtime_error(
"wrong! GridwiseGemm_k0mk1_k0nk1_mn_xdlops_v2r3 has invalid setting"); "wrong! GridwiseGemm_k0mk1_k0nk1_mn_xdlops_v2r3 has invalid setting");
} }
const index_t grid_size = GridwiseGemm::CalculateGridSize(arg.c_grid_desc_m_n_); const index_t grid_size =
arg.block_2_ctile_map_.CalculateGridSize(arg.c_grid_desc_m_n_);
const auto K = const auto K =
arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2); arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2);
...@@ -606,8 +607,7 @@ struct DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K ...@@ -606,8 +607,7 @@ struct DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_);
arg.N01_);
} }
bool IsSupportedArgument(const BaseArgument* p_arg) override bool IsSupportedArgument(const BaseArgument* p_arg) override
......
...@@ -259,50 +259,6 @@ struct DeviceConv3dFwdXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho_Wo_ ...@@ -259,50 +259,6 @@ struct DeviceConv3dFwdXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho_Wo_
using BGridDesc_K0_N_K1 = remove_cvref_t<decltype(ABCGridDescs{}[I1])>; using BGridDesc_K0_N_K1 = remove_cvref_t<decltype(ABCGridDescs{}[I1])>;
using CGridDesc_M_N = remove_cvref_t<decltype(ABCGridDescs{}[I2])>; using CGridDesc_M_N = remove_cvref_t<decltype(ABCGridDescs{}[I2])>;
struct Block2CTileMapMaker
{
Block2CTileMapMaker(index_t num_batches) : num_batches_(num_batches) {}
__host__ __device__ constexpr auto
MakeBlock2CTileMap(const CGridDesc_M_N& c_grid_desc_m_n, index_t M01, index_t N01)
{
const auto M = c_grid_desc_m_n.GetLength(I0);
const auto N = c_grid_desc_m_n.GetLength(I1);
constexpr auto M1 = Number<MPerBlock>{};
constexpr auto N1 = Number<NPerBlock>{};
const auto M0 = M / M1;
const auto N0 = N / N1;
const auto M00 = M0 / M01;
const auto N00 = N0 / N01;
const auto g_m00_m01_n00_n01_to_m0_n0_block_cluster_adaptor =
make_single_stage_tensor_adaptor(
make_tuple(make_insert_transform(num_batches_),
make_unmerge_transform(make_tuple(M00, M01)),
make_unmerge_transform(make_tuple(N00, N01))),
make_tuple(Sequence<>{}, Sequence<0>{}, Sequence<1>{}),
make_tuple(Sequence<0>{}, Sequence<1, 3>{}, Sequence<2, 4>{}));
const auto globalblockid_to_g_m00_m01_n00_n01_block_cluster_adaptor =
make_single_stage_tensor_adaptor(
make_tuple(make_merge_transform(make_tuple(num_batches_, M00, N00, M01, N01))),
make_tuple(Sequence<0, 1, 2, 3, 4>{}),
make_tuple(Sequence<0>{}));
const auto globalblockid_to_m0_n0_block_cluster_adaptor =
chain_tensor_adaptors(g_m00_m01_n00_n01_to_m0_n0_block_cluster_adaptor,
globalblockid_to_g_m00_m01_n00_n01_block_cluster_adaptor);
return globalblockid_to_m0_n0_block_cluster_adaptor;
}
private:
index_t num_batches_;
};
using GridwiseGemm = GridwiseGemm_k0mk1_k0nk1_mn_xdlops_v2r3< using GridwiseGemm = GridwiseGemm_k0mk1_k0nk1_mn_xdlops_v2r3<
BlockSize, BlockSize,
InDataType, InDataType,
...@@ -345,8 +301,7 @@ struct DeviceConv3dFwdXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho_Wo_ ...@@ -345,8 +301,7 @@ struct DeviceConv3dFwdXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho_Wo_
using CGridDesc_M0_N0_M1_N1_M2_M3_M4_N2 = using CGridDesc_M0_N0_M1_N1_M2_M3_M4_N2 =
decltype(GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(CGridDesc_M_N{})); decltype(GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(CGridDesc_M_N{}));
using Block2CTileMap = using Block2CTileMap = typename GridwiseGemm::DefaultBlock2CTileMap;
decltype(Block2CTileMapMaker{1}.MakeBlock2CTileMap(CGridDesc_M_N{}, 1, 1));
// Argument // Argument
struct Argument : public BaseArgument struct Argument : public BaseArgument
...@@ -398,18 +353,20 @@ struct DeviceConv3dFwdXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho_Wo_ ...@@ -398,18 +353,20 @@ struct DeviceConv3dFwdXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho_Wo_
b_grid_desc_k0_n_k1_ = descs[I1]; b_grid_desc_k0_n_k1_ = descs[I1];
c_grid_desc_m_n_ = descs[I2]; c_grid_desc_m_n_ = descs[I2];
block_2_ctile_map_ =
GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01);
a_batch_stride_ = a_grid_desc_k0_m_k1_.GetElementSpaceSize(); a_batch_stride_ = a_grid_desc_k0_m_k1_.GetElementSpaceSize();
b_batch_stride_ = 0; b_batch_stride_ = 0;
c_batch_stride_ = c_grid_desc_m_n_.GetElementSpaceSize(); c_batch_stride_ = c_grid_desc_m_n_.GetElementSpaceSize();
if(GridwiseGemm::CheckValidity( if(GridwiseGemm::CheckValidity(a_grid_desc_k0_m_k1_,
a_grid_desc_k0_m_k1_, b_grid_desc_k0_n_k1_, c_grid_desc_m_n_, M01_, N01_)) b_grid_desc_k0_n_k1_,
c_grid_desc_m_n_,
block_2_ctile_map_))
{ {
c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_ = c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_ =
GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(c_grid_desc_m_n_); GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(c_grid_desc_m_n_);
block_2_ctile_map_ = Block2CTileMapMaker{num_subbatches_}.MakeBlock2CTileMap(
c_grid_desc_m_n_, M01, N01);
} }
} }
...@@ -457,16 +414,15 @@ struct DeviceConv3dFwdXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho_Wo_ ...@@ -457,16 +414,15 @@ struct DeviceConv3dFwdXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho_Wo_
if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_))
arg.N01_))
{ {
throw std::runtime_error( throw std::runtime_error(
"wrong! GridwiseGemm_k0mk1_k0nk1_mn_xdlops_v2r3 has invalid setting"); "wrong! GridwiseGemm_k0mk1_k0nk1_mn_xdlops_v2r3 has invalid setting");
} }
// todo: grid_size times arg.num_subbatches_
const index_t grid_size = const index_t grid_size =
GridwiseGemm::CalculateGridSize(arg.c_grid_desc_m_n_) * arg.num_subbatches_; arg.block_2_ctile_map_.CalculateGridSize(arg.c_grid_desc_m_n_) *
arg.num_subbatches_;
const auto K0 = arg.a_grid_desc_k0_m_k1_.GetLength(I0); const auto K0 = arg.a_grid_desc_k0_m_k1_.GetLength(I0);
...@@ -565,8 +521,7 @@ struct DeviceConv3dFwdXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho_Wo_ ...@@ -565,8 +521,7 @@ struct DeviceConv3dFwdXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho_Wo_
return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_);
arg.N01_);
} }
// polymorphic // polymorphic
......
...@@ -1073,13 +1073,15 @@ struct DeviceConvndBwdDataXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho ...@@ -1073,13 +1073,15 @@ struct DeviceConvndBwdDataXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho
b_grid_desc_k0_n_k1_container_.push_back(descs[I1]); b_grid_desc_k0_n_k1_container_.push_back(descs[I1]);
c_grid_desc_m_n_container_.push_back(descs[I2]); c_grid_desc_m_n_container_.push_back(descs[I2]);
if(GridwiseGemm::CheckValidity(descs[I0], descs[I1], descs[I2], M01_, N01_)) auto block_2_ctile_map =
GridwiseGemm::MakeDefaultBlock2CTileMap(descs[I2], M01_, N01_);
if(GridwiseGemm::CheckValidity(descs[I0], descs[I1], descs[I2], block_2_ctile_map))
{ {
c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_container_.push_back( c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_container_.push_back(
GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(descs[I2])); GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(descs[I2]));
block_2_ctile_map_container_.push_back( block_2_ctile_map_container_.push_back(block_2_ctile_map);
GridwiseGemm::MakeDefaultBlock2CTileMap(descs[I2], M01_, N01_));
} }
} }
} }
...@@ -1129,13 +1131,16 @@ struct DeviceConvndBwdDataXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho ...@@ -1129,13 +1131,16 @@ struct DeviceConvndBwdDataXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho
b_grid_desc_k0_n_k1_container_.push_back(descs[I1]); b_grid_desc_k0_n_k1_container_.push_back(descs[I1]);
c_grid_desc_m_n_container_.push_back(descs[I2]); c_grid_desc_m_n_container_.push_back(descs[I2]);
if(GridwiseGemm::CheckValidity(descs[I0], descs[I1], descs[I2], M01_, N01_)) auto block_2_ctile_map =
GridwiseGemm::MakeDefaultBlock2CTileMap(descs[I2], M01_, N01_);
if(GridwiseGemm::CheckValidity(
descs[I0], descs[I1], descs[I2], block_2_ctile_map))
{ {
c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_container_.push_back( c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_container_.push_back(
GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(descs[I2])); GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(descs[I2]));
block_2_ctile_map_container_.push_back( block_2_ctile_map_container_.push_back(block_2_ctile_map);
GridwiseGemm::MakeDefaultBlock2CTileMap(descs[I2], M01_, N01_));
} }
} }
} }
...@@ -1194,14 +1199,17 @@ struct DeviceConvndBwdDataXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho ...@@ -1194,14 +1199,17 @@ struct DeviceConvndBwdDataXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho
b_grid_desc_k0_n_k1_container_.push_back(descs[I1]); b_grid_desc_k0_n_k1_container_.push_back(descs[I1]);
c_grid_desc_m_n_container_.push_back(descs[I2]); c_grid_desc_m_n_container_.push_back(descs[I2]);
if(GridwiseGemm::CheckValidity(descs[I0], descs[I1], descs[I2], M01_, N01_)) auto block_2_ctile_map =
GridwiseGemm::MakeDefaultBlock2CTileMap(descs[I2], M01_, N01_);
if(GridwiseGemm::CheckValidity(
descs[I0], descs[I1], descs[I2], block_2_ctile_map))
{ {
c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_container_.push_back( c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_container_.push_back(
GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2( GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(
descs[I2])); descs[I2]));
block_2_ctile_map_container_.push_back( block_2_ctile_map_container_.push_back(block_2_ctile_map);
GridwiseGemm::MakeDefaultBlock2CTileMap(descs[I2], M01_, N01_));
} }
} }
} }
...@@ -1286,15 +1294,14 @@ struct DeviceConvndBwdDataXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho ...@@ -1286,15 +1294,14 @@ struct DeviceConvndBwdDataXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho
if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_container_[i], if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_container_[i],
arg.b_grid_desc_k0_n_k1_container_[i], arg.b_grid_desc_k0_n_k1_container_[i],
arg.c_grid_desc_m_n_container_[i], arg.c_grid_desc_m_n_container_[i],
arg.M01_, arg.block_2_ctile_map_container_[i]))
arg.N01_))
{ {
throw std::runtime_error( throw std::runtime_error(
"wrong! GridwiseGemm_km_kn_m0m1n0n1_xdlops_v3r1 has invalid setting"); "wrong! GridwiseGemm_km_kn_m0m1n0n1_xdlops_v3r1 has invalid setting");
} }
const index_t grid_size = const index_t grid_size = arg.block_2_ctile_map_container_[i].CalculateGridSize(
GridwiseGemm::CalculateGridSize(arg.c_grid_desc_m_n_container_[i]); arg.c_grid_desc_m_n_container_[i]);
const auto K = arg.a_grid_desc_k0_m_k1_container_[i].GetLength(I0) * const auto K = arg.a_grid_desc_k0_m_k1_container_[i].GetLength(I0) *
arg.a_grid_desc_k0_m_k1_container_[i].GetLength(I2); arg.a_grid_desc_k0_m_k1_container_[i].GetLength(I2);
...@@ -1418,8 +1425,7 @@ struct DeviceConvndBwdDataXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho ...@@ -1418,8 +1425,7 @@ struct DeviceConvndBwdDataXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho
if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_container_[i], if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_container_[i],
arg.b_grid_desc_k0_n_k1_container_[i], arg.b_grid_desc_k0_n_k1_container_[i],
arg.c_grid_desc_m_n_container_[i], arg.c_grid_desc_m_n_container_[i],
arg.M01_, arg.block_2_ctile_map_container_[i]))
arg.N01_))
{ {
return false; return false;
} }
...@@ -1528,10 +1534,10 @@ struct DeviceConvndBwdDataXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho ...@@ -1528,10 +1534,10 @@ struct DeviceConvndBwdDataXdl_Input_N_Di_Hi_Wi_C_Weight_K_Z_Y_X_C_Output_N_Do_Ho
<< ">"; << ">";
if constexpr(ConvBackwardDataSpecialization == if constexpr(ConvBackwardDataSpecialization ==
ConvolutionBackwardDataSpecialization::Filter1x1Stride1Pad0){ ConvolutionBackwardDataSpecialization::Filter1x1Stride1Pad0){
str<< " Filter1x1Stride1Pad0"; str<< " Filter1x1Stride1Pad0";
} }
return str.str(); return str.str();
} }
......
...@@ -705,15 +705,16 @@ struct DeviceConvNDFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K ...@@ -705,15 +705,16 @@ struct DeviceConvNDFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
a_grid_desc_k0_m_k1_ = descs[I0]; a_grid_desc_k0_m_k1_ = descs[I0];
b_grid_desc_k0_n_k1_ = descs[I1]; b_grid_desc_k0_n_k1_ = descs[I1];
c_grid_desc_m_n_ = descs[I2]; c_grid_desc_m_n_ = descs[I2];
block_2_ctile_map_ =
GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01);
if(GridwiseGemm::CheckValidity( if(GridwiseGemm::CheckValidity(a_grid_desc_k0_m_k1_,
a_grid_desc_k0_m_k1_, b_grid_desc_k0_n_k1_, c_grid_desc_m_n_, M01_, N01_)) b_grid_desc_k0_n_k1_,
c_grid_desc_m_n_,
block_2_ctile_map_))
{ {
c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_ = c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_ =
GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(c_grid_desc_m_n_); GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(c_grid_desc_m_n_);
block_2_ctile_map_ =
GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01);
} }
} }
...@@ -766,14 +767,14 @@ struct DeviceConvNDFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K ...@@ -766,14 +767,14 @@ struct DeviceConvNDFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_))
arg.N01_))
{ {
throw std::runtime_error( throw std::runtime_error(
"wrong! GridwiseGemm_km_kn_m0m1n0n1_xdlops_v2r3 has invalid setting"); "wrong! GridwiseGemm_km_kn_m0m1n0n1_xdlops_v2r3 has invalid setting");
} }
const index_t grid_size = GridwiseGemm::CalculateGridSize(arg.c_grid_desc_m_n_); const index_t grid_size =
arg.block_2_ctile_map_.CalculateGridSize(arg.c_grid_desc_m_n_);
const auto K = const auto K =
arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2); arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2);
...@@ -916,8 +917,7 @@ struct DeviceConvNDFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K ...@@ -916,8 +917,7 @@ struct DeviceConvNDFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_);
arg.N01_);
} }
bool IsSupportedArgument(const BaseArgument* p_arg) override bool IsSupportedArgument(const BaseArgument* p_arg) override
...@@ -1012,7 +1012,7 @@ struct DeviceConvNDFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K ...@@ -1012,7 +1012,7 @@ struct DeviceConvNDFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
auto str = std::stringstream(); auto str = std::stringstream();
// clang-format off // clang-format off
str << "DeviceConv" << std::to_string(NumDimSpatial) str << "DeviceConv" << std::to_string(NumDimSpatial)
<< "DFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K" << "DFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K"
<< "<" << "<"
<< BlockSize << ", " << BlockSize << ", "
......
...@@ -460,15 +460,17 @@ struct DeviceGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGlobal, ...@@ -460,15 +460,17 @@ struct DeviceGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGlobal,
d_grid_desc_m_{DeviceOp::MakeDGridDescriptor_M(MRaw)}, d_grid_desc_m_{DeviceOp::MakeDGridDescriptor_M(MRaw)},
c_grid_desc_mblock_mperblock_nblock_nperblock_{}, c_grid_desc_mblock_mperblock_nblock_nperblock_{},
d_grid_desc_mblock_mperblock_{}, d_grid_desc_mblock_mperblock_{},
block_2_ctile_map_{}, block_2_ctile_map_{GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_)},
a_element_op_{a_element_op}, a_element_op_{a_element_op},
b_element_op_{b_element_op}, b_element_op_{b_element_op},
c_element_op_{c_element_op}, c_element_op_{c_element_op},
dxs_in_element_op_{dxs_in_element_op}, dxs_in_element_op_{dxs_in_element_op},
dxs_out_element_op_{dxs_out_element_op} dxs_out_element_op_{dxs_out_element_op}
{ {
if(GridwiseGemm::CheckValidity( if(GridwiseGemm::CheckValidity(a_grid_desc_ak0_m_ak1_,
a_grid_desc_ak0_m_ak1_, b_grid_desc_bk0_n_bk1_, c_grid_desc_m_n_)) b_grid_desc_bk0_n_bk1_,
c_grid_desc_m_n_,
block_2_ctile_map_))
{ {
c_grid_desc_mblock_mperblock_nblock_nperblock_ = c_grid_desc_mblock_mperblock_nblock_nperblock_ =
GridwiseGemm::MakeCGridDescriptor_MBlock_MPerBlock_NBlock_NPerBlock( GridwiseGemm::MakeCGridDescriptor_MBlock_MPerBlock_NBlock_NPerBlock(
...@@ -476,8 +478,6 @@ struct DeviceGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGlobal, ...@@ -476,8 +478,6 @@ struct DeviceGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGlobal,
d_grid_desc_mblock_mperblock_ = d_grid_desc_mblock_mperblock_ =
GridwiseGemm::MakeDGridDescriptor_MBlock_MPerBlock(d_grid_desc_m_); GridwiseGemm::MakeDGridDescriptor_MBlock_MPerBlock(d_grid_desc_m_);
block_2_ctile_map_ = GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_);
} }
} }
...@@ -528,13 +528,16 @@ struct DeviceGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGlobal, ...@@ -528,13 +528,16 @@ struct DeviceGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGlobal,
} }
#endif #endif
if(!GridwiseGemm::CheckValidity( if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_ak0_m_ak1_,
arg.a_grid_desc_ak0_m_ak1_, arg.b_grid_desc_bk0_n_bk1_, arg.c_grid_desc_m_n_)) arg.b_grid_desc_bk0_n_bk1_,
arg.c_grid_desc_m_n_,
arg.block_2_ctile_map_))
{ {
throw std::runtime_error("wrong! GridwiseGemm has invalid setting"); throw std::runtime_error("wrong! GridwiseGemm has invalid setting");
} }
const index_t grid_size = GridwiseGemm::CalculateGridSize(arg.c_grid_desc_m_n_); const index_t grid_size =
arg.block_2_ctile_map_.CalculateGridSize(arg.c_grid_desc_m_n_);
const auto K = const auto K =
arg.a_grid_desc_ak0_m_ak1_.GetLength(I0) * arg.a_grid_desc_ak0_m_ak1_.GetLength(I2); arg.a_grid_desc_ak0_m_ak1_.GetLength(I0) * arg.a_grid_desc_ak0_m_ak1_.GetLength(I2);
...@@ -640,8 +643,10 @@ struct DeviceGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGlobal, ...@@ -640,8 +643,10 @@ struct DeviceGemmReduce_Xdl_CShuffle : public DeviceGemmReduce<DPtrsGlobal,
static bool IsSupportedArgument(const Argument& arg) static bool IsSupportedArgument(const Argument& arg)
{ {
return GridwiseGemm::CheckValidity( return GridwiseGemm::CheckValidity(arg.a_grid_desc_ak0_m_ak1_,
arg.a_grid_desc_ak0_m_ak1_, arg.b_grid_desc_bk0_n_bk1_, arg.c_grid_desc_m_n_); arg.b_grid_desc_bk0_n_bk1_,
arg.c_grid_desc_m_n_,
arg.block_2_ctile_map_);
} }
// polymorphic // polymorphic
......
...@@ -257,14 +257,16 @@ struct DeviceGemmXdl ...@@ -257,14 +257,16 @@ struct DeviceGemmXdl
b_grid_desc_k0_n_k1_ = DeviceGemmXdl::MakeBGridDescriptor_K0_N_K1(K, N, StrideB); b_grid_desc_k0_n_k1_ = DeviceGemmXdl::MakeBGridDescriptor_K0_N_K1(K, N, StrideB);
c_grid_desc_m_n_ = DeviceGemmXdl::MakeCGridDescriptor_M_N(M, N, StrideC); c_grid_desc_m_n_ = DeviceGemmXdl::MakeCGridDescriptor_M_N(M, N, StrideC);
if(GridwiseGemm::CheckValidity( block_2_ctile_map_ =
a_grid_desc_k0_m_k1_, b_grid_desc_k0_n_k1_, c_grid_desc_m_n_, M01_, N01_)) GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01);
if(GridwiseGemm::CheckValidity(a_grid_desc_k0_m_k1_,
b_grid_desc_k0_n_k1_,
c_grid_desc_m_n_,
block_2_ctile_map_))
{ {
c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_ = c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_ =
GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(c_grid_desc_m_n_); GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(c_grid_desc_m_n_);
block_2_ctile_map_ =
GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01);
} }
} }
...@@ -310,14 +312,14 @@ struct DeviceGemmXdl ...@@ -310,14 +312,14 @@ struct DeviceGemmXdl
if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_))
arg.N01_))
{ {
throw std::runtime_error( throw std::runtime_error(
"wrong! GridwiseGemm_k0mk1_k0nk1_mn_xdlops_v2r3 has invalid setting"); "wrong! GridwiseGemm_k0mk1_k0nk1_mn_xdlops_v2r3 has invalid setting");
} }
const index_t grid_size = GridwiseGemm::CalculateGridSize(arg.c_grid_desc_m_n_); const index_t grid_size =
arg.block_2_ctile_map_.CalculateGridSize(arg.c_grid_desc_m_n_);
const auto K = const auto K =
arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2); arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2);
...@@ -409,8 +411,7 @@ struct DeviceGemmXdl ...@@ -409,8 +411,7 @@ struct DeviceGemmXdl
return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_);
arg.N01_);
} }
// polymorphic // polymorphic
......
...@@ -218,8 +218,13 @@ struct DeviceGemmXdl_C_Shuffle_Bias_2d ...@@ -218,8 +218,13 @@ struct DeviceGemmXdl_C_Shuffle_Bias_2d
c_grid_desc_m_n_ = c_grid_desc_m_n_ =
DeviceGemmXdl_C_Shuffle_Bias_2d::MakeCGridDescriptor_M_N(M, N, StrideC); DeviceGemmXdl_C_Shuffle_Bias_2d::MakeCGridDescriptor_M_N(M, N, StrideC);
if(GridwiseGemm::CheckValidity( block_2_ctile_map_ =
a_grid_desc_k0_m_k1_, b_grid_desc_k0_n_k1_, c_grid_desc_m_n_, M01_, N01_)) GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01);
if(GridwiseGemm::CheckValidity(a_grid_desc_k0_m_k1_,
b_grid_desc_k0_n_k1_,
c_grid_desc_m_n_,
block_2_ctile_map_))
{ {
c0_grid_desc_mblock_mxdlperwave_mwavemperxdl_nblock_nxdlperwave_nwavenperxdl_ = c0_grid_desc_mblock_mxdlperwave_mwavemperxdl_nblock_nxdlperwave_nwavenperxdl_ =
GridwiseGemm:: GridwiseGemm::
...@@ -230,9 +235,6 @@ struct DeviceGemmXdl_C_Shuffle_Bias_2d ...@@ -230,9 +235,6 @@ struct DeviceGemmXdl_C_Shuffle_Bias_2d
GridwiseGemm:: GridwiseGemm::
MakeCGridDescriptor_MBlock_MXdlPerWave_MWaveMPerXdl_NBlock_NXdlPerWave_NWaveNPerXdl( MakeCGridDescriptor_MBlock_MXdlPerWave_MWaveMPerXdl_NBlock_NXdlPerWave_NWaveNPerXdl(
c_grid_desc_m_n_); c_grid_desc_m_n_);
block_2_ctile_map_ =
GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01);
} }
} }
...@@ -285,14 +287,14 @@ struct DeviceGemmXdl_C_Shuffle_Bias_2d ...@@ -285,14 +287,14 @@ struct DeviceGemmXdl_C_Shuffle_Bias_2d
if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_))
arg.N01_))
{ {
throw std::runtime_error( throw std::runtime_error(
"wrong! GridwiseGemm_k0mk1_k0nk1_mn_xdlops_v3r2 has invalid setting"); "wrong! GridwiseGemm_k0mk1_k0nk1_mn_xdlops_v3r2 has invalid setting");
} }
const index_t grid_size = GridwiseGemm::CalculateGridSize(arg.c_grid_desc_m_n_); const index_t grid_size =
arg.block_2_ctile_map_.CalculateGridSize(arg.c_grid_desc_m_n_);
const auto K = const auto K =
arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2); arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2);
...@@ -400,8 +402,7 @@ struct DeviceGemmXdl_C_Shuffle_Bias_2d ...@@ -400,8 +402,7 @@ struct DeviceGemmXdl_C_Shuffle_Bias_2d
return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_);
arg.N01_);
} }
// polymorphic // polymorphic
......
...@@ -227,8 +227,13 @@ struct DeviceGemmXdl_C_Shuffle_Bias_Activation ...@@ -227,8 +227,13 @@ struct DeviceGemmXdl_C_Shuffle_Bias_Activation
c_grid_desc_m_n_ = descs[I2]; c_grid_desc_m_n_ = descs[I2];
c0_grid_desc_m_n_ = descs[I3]; c0_grid_desc_m_n_ = descs[I3];
if(GridwiseGemm::CheckValidity( block_2_ctile_map_ =
a_grid_desc_k0_m_k1_, b_grid_desc_k0_n_k1_, c_grid_desc_m_n_, M01_, N01_)) GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01);
if(GridwiseGemm::CheckValidity(a_grid_desc_k0_m_k1_,
b_grid_desc_k0_n_k1_,
c_grid_desc_m_n_,
block_2_ctile_map_))
{ {
c_grid_desc_mblock_mxdlperwave_mwavemperxdl_nblock_nxdlperwave_nwavenperxdl_ = c_grid_desc_mblock_mxdlperwave_mwavemperxdl_nblock_nxdlperwave_nwavenperxdl_ =
GridwiseGemm:: GridwiseGemm::
...@@ -239,9 +244,6 @@ struct DeviceGemmXdl_C_Shuffle_Bias_Activation ...@@ -239,9 +244,6 @@ struct DeviceGemmXdl_C_Shuffle_Bias_Activation
GridwiseGemm:: GridwiseGemm::
MakeCGridDescriptor_MBlock_MXdlPerWave_MWaveMPerXdl_NBlock_NXdlPerWave_NWaveNPerXdl( MakeCGridDescriptor_MBlock_MXdlPerWave_MWaveMPerXdl_NBlock_NXdlPerWave_NWaveNPerXdl(
c0_grid_desc_m_n_); c0_grid_desc_m_n_);
block_2_ctile_map_ =
GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01);
} }
} }
...@@ -294,14 +296,14 @@ struct DeviceGemmXdl_C_Shuffle_Bias_Activation ...@@ -294,14 +296,14 @@ struct DeviceGemmXdl_C_Shuffle_Bias_Activation
if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_))
arg.N01_))
{ {
throw std::runtime_error( throw std::runtime_error(
"wrong! GridwiseGemm_km_kn_m0m1n0n1_xdlops_v2r5 has invalid setting"); "wrong! GridwiseGemm_km_kn_m0m1n0n1_xdlops_v2r5 has invalid setting");
} }
const index_t grid_size = GridwiseGemm::CalculateGridSize(arg.c_grid_desc_m_n_); const index_t grid_size =
arg.block_2_ctile_map_.CalculateGridSize(arg.c_grid_desc_m_n_);
const auto K = const auto K =
arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2); arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2);
...@@ -409,8 +411,7 @@ struct DeviceGemmXdl_C_Shuffle_Bias_Activation ...@@ -409,8 +411,7 @@ struct DeviceGemmXdl_C_Shuffle_Bias_Activation
return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_);
arg.N01_);
} }
// polymorphic // polymorphic
......
...@@ -256,8 +256,13 @@ struct DeviceGemmXdl_C_Shuffle_Bias_Activation_Add ...@@ -256,8 +256,13 @@ struct DeviceGemmXdl_C_Shuffle_Bias_Activation_Add
c0_grid_desc_m_n_ = descs[I3]; c0_grid_desc_m_n_ = descs[I3];
c1_grid_desc_m_n_ = descs[I4]; c1_grid_desc_m_n_ = descs[I4];
if(GridwiseGemm::CheckValidity( block_2_ctile_map_ =
a_grid_desc_k0_m_k1_, b_grid_desc_k0_n_k1_, c_grid_desc_m_n_, M01_, N01_)) GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01);
if(GridwiseGemm::CheckValidity(a_grid_desc_k0_m_k1_,
b_grid_desc_k0_n_k1_,
c_grid_desc_m_n_,
block_2_ctile_map_))
{ {
c_grid_desc_mblock_mxdlperwave_mwavemperxdl_nblock_nxdlperwave_nwavenperxdl_ = c_grid_desc_mblock_mxdlperwave_mwavemperxdl_nblock_nxdlperwave_nwavenperxdl_ =
GridwiseGemm:: GridwiseGemm::
...@@ -273,9 +278,6 @@ struct DeviceGemmXdl_C_Shuffle_Bias_Activation_Add ...@@ -273,9 +278,6 @@ struct DeviceGemmXdl_C_Shuffle_Bias_Activation_Add
GridwiseGemm:: GridwiseGemm::
MakeCGridDescriptor_MBlock_MXdlPerWave_MWaveMPerXdl_NBlock_NXdlPerWave_NWaveNPerXdl( MakeCGridDescriptor_MBlock_MXdlPerWave_MWaveMPerXdl_NBlock_NXdlPerWave_NWaveNPerXdl(
c1_grid_desc_m_n_); c1_grid_desc_m_n_);
block_2_ctile_map_ =
GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_, M01, N01);
} }
} }
...@@ -336,14 +338,14 @@ struct DeviceGemmXdl_C_Shuffle_Bias_Activation_Add ...@@ -336,14 +338,14 @@ struct DeviceGemmXdl_C_Shuffle_Bias_Activation_Add
if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_))
arg.N01_))
{ {
throw std::runtime_error( throw std::runtime_error(
"wrong! GridwiseGemm_km_kn_m0m1n0n1_xdlops_v2r5 has invalid setting"); "wrong! GridwiseGemm_km_kn_m0m1n0n1_xdlops_v2r5 has invalid setting");
} }
const index_t grid_size = GridwiseGemm::CalculateGridSize(arg.c_grid_desc_m_n_); const index_t grid_size =
arg.block_2_ctile_map_.CalculateGridSize(arg.c_grid_desc_m_n_);
const auto K = const auto K =
arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2); arg.a_grid_desc_k0_m_k1_.GetLength(I0) * arg.a_grid_desc_k0_m_k1_.GetLength(I2);
...@@ -461,8 +463,7 @@ struct DeviceGemmXdl_C_Shuffle_Bias_Activation_Add ...@@ -461,8 +463,7 @@ struct DeviceGemmXdl_C_Shuffle_Bias_Activation_Add
return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_, return GridwiseGemm::CheckValidity(arg.a_grid_desc_k0_m_k1_,
arg.b_grid_desc_k0_n_k1_, arg.b_grid_desc_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_);
arg.N01_);
} }
// polymorphic // polymorphic
......
...@@ -404,19 +404,19 @@ struct DeviceGemm_Xdl_CShuffle ...@@ -404,19 +404,19 @@ struct DeviceGemm_Xdl_CShuffle
b_grid_desc_bk0_n_bk1_{DeviceOp::MakeBGridDescriptor_BK0_N_BK1(KRaw, NRaw, StrideB)}, b_grid_desc_bk0_n_bk1_{DeviceOp::MakeBGridDescriptor_BK0_N_BK1(KRaw, NRaw, StrideB)},
c_grid_desc_m_n_{DeviceOp::MakeCGridDescriptor_M_N(MRaw, NRaw, StrideC)}, c_grid_desc_m_n_{DeviceOp::MakeCGridDescriptor_M_N(MRaw, NRaw, StrideC)},
c_grid_desc_mblock_mperblock_nblock_nperblock_{}, c_grid_desc_mblock_mperblock_nblock_nperblock_{},
block_2_ctile_map_{}, block_2_ctile_map_{GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_)},
a_element_op_{a_element_op}, a_element_op_{a_element_op},
b_element_op_{b_element_op}, b_element_op_{b_element_op},
c_element_op_{c_element_op} c_element_op_{c_element_op}
{ {
if(GridwiseGemm::CheckValidity( if(GridwiseGemm::CheckValidity(a_grid_desc_ak0_m_ak1_,
a_grid_desc_ak0_m_ak1_, b_grid_desc_bk0_n_bk1_, c_grid_desc_m_n_)) b_grid_desc_bk0_n_bk1_,
c_grid_desc_m_n_,
block_2_ctile_map_))
{ {
c_grid_desc_mblock_mperblock_nblock_nperblock_ = c_grid_desc_mblock_mperblock_nblock_nperblock_ =
GridwiseGemm::MakeCGridDescriptor_MBlock_MPerBlock_NBlock_NPerBlock( GridwiseGemm::MakeCGridDescriptor_MBlock_MPerBlock_NBlock_NPerBlock(
c_grid_desc_m_n_); c_grid_desc_m_n_);
block_2_ctile_map_ = GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n_);
} }
} }
...@@ -459,13 +459,16 @@ struct DeviceGemm_Xdl_CShuffle ...@@ -459,13 +459,16 @@ struct DeviceGemm_Xdl_CShuffle
} }
#endif #endif
if(!GridwiseGemm::CheckValidity( if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_ak0_m_ak1_,
arg.a_grid_desc_ak0_m_ak1_, arg.b_grid_desc_bk0_n_bk1_, arg.c_grid_desc_m_n_)) arg.b_grid_desc_bk0_n_bk1_,
arg.c_grid_desc_m_n_,
arg.block_2_ctile_map_))
{ {
throw std::runtime_error("wrong! GridwiseGemm has invalid setting"); throw std::runtime_error("wrong! GridwiseGemm has invalid setting");
} }
const index_t grid_size = GridwiseGemm::CalculateGridSize(arg.c_grid_desc_m_n_); const index_t grid_size =
arg.block_2_ctile_map_.CalculateGridSize(arg.c_grid_desc_m_n_);
const auto K = const auto K =
arg.a_grid_desc_ak0_m_ak1_.GetLength(I0) * arg.a_grid_desc_ak0_m_ak1_.GetLength(I2); arg.a_grid_desc_ak0_m_ak1_.GetLength(I0) * arg.a_grid_desc_ak0_m_ak1_.GetLength(I2);
...@@ -555,8 +558,10 @@ struct DeviceGemm_Xdl_CShuffle ...@@ -555,8 +558,10 @@ struct DeviceGemm_Xdl_CShuffle
static bool IsSupportedArgument(const Argument& arg) static bool IsSupportedArgument(const Argument& arg)
{ {
return GridwiseGemm::CheckValidity( return GridwiseGemm::CheckValidity(arg.a_grid_desc_ak0_m_ak1_,
arg.a_grid_desc_ak0_m_ak1_, arg.b_grid_desc_bk0_n_bk1_, arg.c_grid_desc_m_n_); arg.b_grid_desc_bk0_n_bk1_,
arg.c_grid_desc_m_n_,
arg.block_2_ctile_map_);
} }
// polymorphic // polymorphic
......
...@@ -332,17 +332,16 @@ struct DeviceGemmXdlSplitK ...@@ -332,17 +332,16 @@ struct DeviceGemmXdlSplitK
K, N, StrideB, k_batch_, KPad); K, N, StrideB, k_batch_, KPad);
c_grid_desc_m_n_ = DeviceGemmXdlSplitK::MakeCGridDescriptor_M_N(M, N, StrideC); c_grid_desc_m_n_ = DeviceGemmXdlSplitK::MakeCGridDescriptor_M_N(M, N, StrideC);
block_2_ctile_map_ =
GridwiseGemm::MakeCBlockClusterAdaptor(c_grid_desc_m_n_, M01, N01, k_batch_);
if(GridwiseGemm::CheckValidity(a_grid_desc_kbatch_k0_m_k1_, if(GridwiseGemm::CheckValidity(a_grid_desc_kbatch_k0_m_k1_,
b_grid_desc_kbatch_k0_n_k1_, b_grid_desc_kbatch_k0_n_k1_,
c_grid_desc_m_n_, c_grid_desc_m_n_,
M01_, block_2_ctile_map_))
N01_))
{ {
c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_ = c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_ =
GridwiseGemm::MakeCM0N0M1N1M2M3M4N2GridDescriptor(c_grid_desc_m_n_); GridwiseGemm::MakeCM0N0M1N1M2M3M4N2GridDescriptor(c_grid_desc_m_n_);
block_2_ctile_map_ =
GridwiseGemm::MakeCBlockClusterAdaptor(c_grid_desc_m_n_, M01, N01, k_batch_);
} }
} }
...@@ -395,14 +394,14 @@ struct DeviceGemmXdlSplitK ...@@ -395,14 +394,14 @@ struct DeviceGemmXdlSplitK
if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_kbatch_k0_m_k1_, if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_kbatch_k0_m_k1_,
arg.b_grid_desc_kbatch_k0_n_k1_, arg.b_grid_desc_kbatch_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_))
arg.N01_))
{ {
throw std::runtime_error( throw std::runtime_error(
"wrong! GridwiseGemm_km_kn_m0m1n0n1_xdlops_v2r3 has invalid setting"); "wrong! GridwiseGemm_km_kn_m0m1n0n1_xdlops_v2r3 has invalid setting");
} }
const index_t grid_size = GridwiseGemm::CalculateGridSize(arg.c_grid_desc_m_n_, kbatch); const index_t grid_size =
arg.block_2_ctile_map_.CalculateGridSize(arg.c_grid_desc_m_n_);
const auto K0 = arg.a_grid_desc_kbatch_k0_m_k1_.GetLength(I1); const auto K0 = arg.a_grid_desc_kbatch_k0_m_k1_.GetLength(I1);
...@@ -532,8 +531,7 @@ struct DeviceGemmXdlSplitK ...@@ -532,8 +531,7 @@ struct DeviceGemmXdlSplitK
return GridwiseGemm::CheckValidity(arg.a_grid_desc_kbatch_k0_m_k1_, return GridwiseGemm::CheckValidity(arg.a_grid_desc_kbatch_k0_m_k1_,
arg.b_grid_desc_kbatch_k0_n_k1_, arg.b_grid_desc_kbatch_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_);
arg.N01_);
} }
// polymorphic // polymorphic
......
...@@ -292,8 +292,7 @@ struct DeviceGemmXdlSplitKCShuffle ...@@ -292,8 +292,7 @@ struct DeviceGemmXdlSplitKCShuffle
using CGridDesc_MBlock_MPerBlock_NBlock_NPerBlock = using CGridDesc_MBlock_MPerBlock_NBlock_NPerBlock =
decltype(GridwiseGemm::MakeCGridDesc_MBlock_MPerBlock_NBlock_NPerBlock(CGridDesc_M_N{})); decltype(GridwiseGemm::MakeCGridDesc_MBlock_MPerBlock_NBlock_NPerBlock(CGridDesc_M_N{}));
using Block2CTileMap = using Block2CTileMap = typename GridwiseGemm::CBlockClusterAdaptor;
decltype(GridwiseGemm::MakeCBlockClusterAdaptor(CGridDesc_M_N{}, 1, 1, 1));
// Argument // Argument
struct Argument : public BaseArgument struct Argument : public BaseArgument
...@@ -338,17 +337,16 @@ struct DeviceGemmXdlSplitKCShuffle ...@@ -338,17 +337,16 @@ struct DeviceGemmXdlSplitKCShuffle
K, N, StrideB, k_batch_, KPad); K, N, StrideB, k_batch_, KPad);
c_grid_desc_m_n_ = DeviceGemmXdlSplitKCShuffle::MakeCGridDescriptor_M_N(M, N, StrideC); c_grid_desc_m_n_ = DeviceGemmXdlSplitKCShuffle::MakeCGridDescriptor_M_N(M, N, StrideC);
block_2_ctile_map_ =
GridwiseGemm::MakeCBlockClusterAdaptor(c_grid_desc_m_n_, M01, N01, k_batch_);
if(GridwiseGemm::CheckValidity(a_grid_desc_kbatch_k0_m_k1_, if(GridwiseGemm::CheckValidity(a_grid_desc_kbatch_k0_m_k1_,
b_grid_desc_kbatch_k0_n_k1_, b_grid_desc_kbatch_k0_n_k1_,
c_grid_desc_m_n_, c_grid_desc_m_n_,
M01_, block_2_ctile_map_))
N01_))
{ {
c_grid_desc_mblock_mperblock_nblock_nperblock_ = c_grid_desc_mblock_mperblock_nblock_nperblock_ =
GridwiseGemm::MakeCGridDesc_MBlock_MPerBlock_NBlock_NPerBlock(c_grid_desc_m_n_); GridwiseGemm::MakeCGridDesc_MBlock_MPerBlock_NBlock_NPerBlock(c_grid_desc_m_n_);
block_2_ctile_map_ =
GridwiseGemm::MakeCBlockClusterAdaptor(c_grid_desc_m_n_, M01, N01, k_batch_);
} }
} }
...@@ -401,14 +399,14 @@ struct DeviceGemmXdlSplitKCShuffle ...@@ -401,14 +399,14 @@ struct DeviceGemmXdlSplitKCShuffle
if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_kbatch_k0_m_k1_, if(!GridwiseGemm::CheckValidity(arg.a_grid_desc_kbatch_k0_m_k1_,
arg.b_grid_desc_kbatch_k0_n_k1_, arg.b_grid_desc_kbatch_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_))
arg.N01_))
{ {
throw std::runtime_error( throw std::runtime_error(
"wrong! GridwiseGemm_bk0mk1_bk0nk1_mn_xdlops_v2r4r2 has invalid setting"); "wrong! GridwiseGemm_bk0mk1_bk0nk1_mn_xdlops_v2r4r2 has invalid setting");
} }
const index_t grid_size = GridwiseGemm::CalculateGridSize(arg.c_grid_desc_m_n_, kbatch); const index_t grid_size =
arg.block_2_ctile_map_.CalculateGridSize(arg.c_grid_desc_m_n_);
const auto K0 = arg.a_grid_desc_kbatch_k0_m_k1_.GetLength(I1); const auto K0 = arg.a_grid_desc_kbatch_k0_m_k1_.GetLength(I1);
...@@ -541,8 +539,7 @@ struct DeviceGemmXdlSplitKCShuffle ...@@ -541,8 +539,7 @@ struct DeviceGemmXdlSplitKCShuffle
return GridwiseGemm::CheckValidity(arg.a_grid_desc_kbatch_k0_m_k1_, return GridwiseGemm::CheckValidity(arg.a_grid_desc_kbatch_k0_m_k1_,
arg.b_grid_desc_kbatch_k0_n_k1_, arg.b_grid_desc_kbatch_k0_n_k1_,
arg.c_grid_desc_m_n_, arg.c_grid_desc_m_n_,
arg.M01_, arg.block_2_ctile_map_);
arg.N01_);
} }
// polymorphic // polymorphic
......
...@@ -307,6 +307,11 @@ struct DeviceGroupedGemmXdl ...@@ -307,6 +307,11 @@ struct DeviceGroupedGemmXdl
struct GroupedGemmBlock2CTileMap struct GroupedGemmBlock2CTileMap
{ {
using UnderlyingBlock2CTileMap = typename GridwiseGemm::DefaultBlock2CTileMap;
static_assert(
std::is_same<decltype(GridwiseGemm::MakeDefaultBlock2CTileMap(CGridDesc_M_N{}, 1, 1)),
typename GridwiseGemm::DefaultBlock2CTileMap>::value,
"Wrong! Should be the same type name");
GroupedGemmBlock2CTileMap() GroupedGemmBlock2CTileMap()
{ {
block_2_ctile_map_ = GridwiseGemm::MakeDefaultBlock2CTileMap(CGridDesc_M_N{}, 1, 1); block_2_ctile_map_ = GridwiseGemm::MakeDefaultBlock2CTileMap(CGridDesc_M_N{}, 1, 1);
...@@ -329,6 +334,18 @@ struct DeviceGroupedGemmXdl ...@@ -329,6 +334,18 @@ struct DeviceGroupedGemmXdl
make_multi_index(idx_top[I0] - BlockStart_)); make_multi_index(idx_top[I0] - BlockStart_));
} }
template <typename CTileIdx, typename CTileDim>
__host__ __device__ bool ValidCTileIndex(const CTileIdx& c_tile_idx,
const CTileDim& c_tile_dim) const
{
return block_2_ctile_map_.ValidCTileIndex(c_tile_idx, c_tile_dim);
}
__host__ bool CheckValidity(const CGridDesc_M_N& c_grid_desc_m_n) const
{
return block_2_ctile_map_.CheckValidity(c_grid_desc_m_n);
}
private: private:
typename GridwiseGemm::DefaultBlock2CTileMap block_2_ctile_map_; typename GridwiseGemm::DefaultBlock2CTileMap block_2_ctile_map_;
ck::index_t BlockStart_; ck::index_t BlockStart_;
...@@ -400,22 +417,27 @@ struct DeviceGroupedGemmXdl ...@@ -400,22 +417,27 @@ struct DeviceGroupedGemmXdl
const auto c_grid_desc_m_n_ = const auto c_grid_desc_m_n_ =
DeviceGroupedGemmXdl::MakeCGridDescriptor_M_N(M, N, StrideC); DeviceGroupedGemmXdl::MakeCGridDescriptor_M_N(M, N, StrideC);
const index_t grid_size_grp = GridwiseGemm::CalculateGridSize(c_grid_desc_m_n_); const index_t grid_size_grp =
typename GroupedGemmBlock2CTileMap::UnderlyingBlock2CTileMap(
c_grid_desc_m_n_, M01, N01)
.CalculateGridSize(c_grid_desc_m_n_);
const index_t BlockStart = grid_size_; const index_t BlockStart = grid_size_;
const index_t BlockEnd = grid_size_ + grid_size_grp; const index_t BlockEnd = grid_size_ + grid_size_grp;
grid_size_ += grid_size_grp; grid_size_ += grid_size_grp;
if(GridwiseGemm::CheckValidity( const auto grouped_gemm_block_2_ctile_map_ =
a_grid_desc_k0_m_k1_, b_grid_desc_k0_n_k1_, c_grid_desc_m_n_, M01_, N01_)) GroupedGemmBlock2CTileMap(c_grid_desc_m_n_, M01, N01, BlockStart);
if(GridwiseGemm::CheckValidity(a_grid_desc_k0_m_k1_,
b_grid_desc_k0_n_k1_,
c_grid_desc_m_n_,
grouped_gemm_block_2_ctile_map_))
{ {
const auto c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_ = const auto c_grid_desc_m0_n0_m1_n1_m2_m3_m4_n2_ =
GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(c_grid_desc_m_n_); GridwiseGemm::MakeCGridDescriptor_M0_N0_M1_N1_M2_M3_M4_N2(c_grid_desc_m_n_);
const auto grouped_gemm_block_2_ctile_map_ =
GroupedGemmBlock2CTileMap(c_grid_desc_m_n_, M01, N01, BlockStart);
gemm_desc_kernel_arg_.push_back( gemm_desc_kernel_arg_.push_back(
GemmDescKernelArg{a_grid_desc_k0_m_k1_, GemmDescKernelArg{a_grid_desc_k0_m_k1_,
b_grid_desc_k0_n_k1_, b_grid_desc_k0_n_k1_,
...@@ -475,11 +497,11 @@ struct DeviceGroupedGemmXdl ...@@ -475,11 +497,11 @@ struct DeviceGroupedGemmXdl
<< gemm_desc_kernel_args[i].c_grid_desc_m_n_.GetLength(I1) << "}" << gemm_desc_kernel_args[i].c_grid_desc_m_n_.GetLength(I1) << "}"
<< std::endl; << std::endl;
if(!GridwiseGemm::CheckValidity(gemm_desc_kernel_args[i].a_grid_desc_k0_m_k1_, if(!GridwiseGemm::CheckValidity(
gemm_desc_kernel_args[i].b_grid_desc_k0_n_k1_, gemm_desc_kernel_args[i].a_grid_desc_k0_m_k1_,
gemm_desc_kernel_args[i].c_grid_desc_m_n_, gemm_desc_kernel_args[i].b_grid_desc_k0_n_k1_,
arg.M01_, gemm_desc_kernel_args[i].c_grid_desc_m_n_,
arg.N01_)) gemm_desc_kernel_args[i].grouped_gemm_block_2_ctile_map_))
{ {
throw std::runtime_error( throw std::runtime_error(
"wrong! GridwiseGemm_k0mk1_k0nk1_mn_xdlops_v2r3 has invalid setting"); "wrong! GridwiseGemm_k0mk1_k0nk1_mn_xdlops_v2r3 has invalid setting");
......
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