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Unverified Commit bf0addb5 authored by zjing14's avatar zjing14 Committed by GitHub
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added ab_elementwise_op support into splitK Gemm (#956) 



* add ab_elementwise

* fixed ci

* fixed a merge issue

* fixed pr comments

* fixed a conflict

* remove 61_example

---------
Co-authored-by: default avatarJing Zhang <jizha@amd.com>
parent 16d7c4d2
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Showing with 104 additions and 25 deletions
include/ck/tensor_operation/gpu/device/impl/device_gemm_xdl_splitk_c_shuffle.hpp
View file @ bf0addb5
...@@ -127,7 +127,50 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout, ...@@ -127,7 +127,50 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout,
PipelineVer, PipelineVer,
ComputeType>; ComputeType>;
using Argument = typename GridwiseGemm::Argument; struct Argument : public GridwiseGemm::Argument
{
Argument(const ADataType* p_a_grid_,
const BDataType* p_b_grid_,
CDataType* p_c_grid_,
index_t M_,
index_t N_,
index_t K_,
index_t StrideA_,
index_t StrideB_,
index_t StrideC_,
index_t MPadded_,
index_t NPadded_,
index_t KPadded_,
index_t K0_,
index_t k_batch_,
AElementwiseOperation a_element_op_,
BElementwiseOperation b_element_op_,
CElementwiseOperation c_element_op_)
: GridwiseGemm::Argument(p_a_grid_,
p_b_grid_,
p_c_grid_,
M_,
N_,
K_,
StrideA_,
StrideB_,
StrideC_,
MPadded_,
NPadded_,
KPadded_,
K0_,
k_batch_),
a_element_op(a_element_op_),
b_element_op(b_element_op_),
c_element_op(c_element_op_)
{
}
AElementwiseOperation a_element_op;
BElementwiseOperation b_element_op;
CElementwiseOperation c_element_op;
};
using DefaultBlock2CTileMap = typename GridwiseGemm::DefaultBlock2CTileMap; using DefaultBlock2CTileMap = typename GridwiseGemm::DefaultBlock2CTileMap;
// Invoker // Invoker
...@@ -168,8 +211,17 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout, ...@@ -168,8 +211,17 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout,
karg.M * karg.N * sizeof(CDataType), karg.M * karg.N * sizeof(CDataType),
stream_config.stream_id_)); stream_config.stream_id_));
ave_time = launch_and_time_kernel( ave_time =
stream_config, kernel, dim3(gdx, gdy, gdz), dim3(BlockSize), 0, karg, b2c_map); launch_and_time_kernel(stream_config,
kernel,
dim3(gdx, gdy, gdz),
dim3(BlockSize),
0,
static_cast<typename GridwiseGemm::Argument>(karg),
b2c_map,
karg.a_element_op,
karg.b_element_op,
karg.c_element_op);
}; };
if(has_main_k0_block_loop) if(has_main_k0_block_loop)
...@@ -180,7 +232,10 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout, ...@@ -180,7 +232,10 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout,
kernel_gemm_xdlops_v2r4r2_simplified<GridwiseGemm, kernel_gemm_xdlops_v2r4r2_simplified<GridwiseGemm,
true, true,
InMemoryDataOperationEnum::Set, InMemoryDataOperationEnum::Set,
DefaultBlock2CTileMap>; DefaultBlock2CTileMap,
AElementwiseOperation,
BElementwiseOperation,
CElementwiseOperation>;
Run(kernel); Run(kernel);
} }
...@@ -190,7 +245,10 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout, ...@@ -190,7 +245,10 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout,
kernel_gemm_xdlops_v2r4r2_simplified<GridwiseGemm, kernel_gemm_xdlops_v2r4r2_simplified<GridwiseGemm,
true, true,
InMemoryDataOperationEnum::AtomicAdd, InMemoryDataOperationEnum::AtomicAdd,
DefaultBlock2CTileMap>; DefaultBlock2CTileMap,
AElementwiseOperation,
BElementwiseOperation,
CElementwiseOperation>;
Run(kernel); Run(kernel);
} }
...@@ -203,7 +261,10 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout, ...@@ -203,7 +261,10 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout,
kernel_gemm_xdlops_v2r4r2_simplified<GridwiseGemm, kernel_gemm_xdlops_v2r4r2_simplified<GridwiseGemm,
false, false,
InMemoryDataOperationEnum::Set, InMemoryDataOperationEnum::Set,
DefaultBlock2CTileMap>; DefaultBlock2CTileMap,
AElementwiseOperation,
BElementwiseOperation,
CElementwiseOperation>;
Run(kernel); Run(kernel);
} }
...@@ -213,7 +274,10 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout, ...@@ -213,7 +274,10 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout,
kernel_gemm_xdlops_v2r4r2_simplified<GridwiseGemm, kernel_gemm_xdlops_v2r4r2_simplified<GridwiseGemm,
false, false,
InMemoryDataOperationEnum::AtomicAdd, InMemoryDataOperationEnum::AtomicAdd,
DefaultBlock2CTileMap>; DefaultBlock2CTileMap,
AElementwiseOperation,
BElementwiseOperation,
CElementwiseOperation>;
Run(kernel); Run(kernel);
} }
...@@ -261,12 +325,12 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout, ...@@ -261,12 +325,12 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout,
index_t StrideA, index_t StrideA,
index_t StrideB, index_t StrideB,
index_t StrideC, index_t StrideC,
AElementwiseOperation, AElementwiseOperation a_element_op,
BElementwiseOperation, BElementwiseOperation b_element_op,
CElementwiseOperation, CElementwiseOperation c_element_op,
index_t KBatch) index_t KBatch)
{ {
return Argument{p_a, return Argument(p_a,
p_b, p_b,
p_c, p_c,
M, M,
...@@ -279,7 +343,10 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout, ...@@ -279,7 +343,10 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout,
GridwiseGemm::CalculateNPadded(N), GridwiseGemm::CalculateNPadded(N),
GridwiseGemm::CalculateKPadded(K, KBatch), GridwiseGemm::CalculateKPadded(K, KBatch),
GridwiseGemm::CalculateK0(K, KBatch), GridwiseGemm::CalculateK0(K, KBatch),
KBatch}; KBatch,
a_element_op,
b_element_op,
c_element_op);
} }
static auto MakeInvoker() { return Invoker{}; } static auto MakeInvoker() { return Invoker{}; }
...@@ -294,9 +361,9 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout, ...@@ -294,9 +361,9 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout,
index_t StrideA, index_t StrideA,
index_t StrideB, index_t StrideB,
index_t StrideC, index_t StrideC,
AElementwiseOperation, AElementwiseOperation a_element_op,
BElementwiseOperation, BElementwiseOperation b_element_op,
CElementwiseOperation, CElementwiseOperation c_element_op,
ck::index_t KBatch = 1) override ck::index_t KBatch = 1) override
{ {
return std::make_unique<Argument>(static_cast<const ADataType*>(p_a), return std::make_unique<Argument>(static_cast<const ADataType*>(p_a),
...@@ -312,7 +379,10 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout, ...@@ -312,7 +379,10 @@ struct DeviceGemmXdlSplitKCShuffle : public DeviceGemmSplitK<ALayout,
GridwiseGemm::CalculateNPadded(N), GridwiseGemm::CalculateNPadded(N),
GridwiseGemm::CalculateKPadded(K, KBatch), GridwiseGemm::CalculateKPadded(K, KBatch),
GridwiseGemm::CalculateK0(K, KBatch), GridwiseGemm::CalculateK0(K, KBatch),
KBatch); KBatch,
a_element_op,
b_element_op,
c_element_op);
} }
// polymorphic // polymorphic
......
include/ck/tensor_operation/gpu/grid/gridwise_gemm_xdlops_v2r4r2.hpp
View file @ bf0addb5
...@@ -22,13 +22,19 @@ namespace ck { ...@@ -22,13 +22,19 @@ namespace ck {
template <typename GridwiseGemm, template <typename GridwiseGemm,
bool HasMainKBlockLoop, bool HasMainKBlockLoop,
InMemoryDataOperationEnum CGlobalMemoryDataOperation, InMemoryDataOperationEnum CGlobalMemoryDataOperation,
typename Block2CTileMap> typename Block2CTileMap,
typename AElementwiseOperation,
typename BElementwiseOperation,
typename CElementwiseOperation>
__global__ void __global__ void
#if CK_USE_LAUNCH_BOUNDS #if CK_USE_LAUNCH_BOUNDS
__launch_bounds__(CK_MAX_THREAD_PER_BLOCK, CK_MIN_BLOCK_PER_CU) __launch_bounds__(CK_MAX_THREAD_PER_BLOCK, CK_MIN_BLOCK_PER_CU)
#endif #endif
kernel_gemm_xdlops_v2r4r2_simplified(typename GridwiseGemm::Argument karg, kernel_gemm_xdlops_v2r4r2_simplified(typename GridwiseGemm::Argument karg,
const Block2CTileMap& b2c_map) const Block2CTileMap& b2c_map,
const AElementwiseOperation a_element_op,
const BElementwiseOperation b_element_op,
const CElementwiseOperation c_element_op)
{ {
#if(!defined(__HIP_DEVICE_COMPILE__) || defined(__gfx908__) || defined(__gfx90a__) || \ #if(!defined(__HIP_DEVICE_COMPILE__) || defined(__gfx908__) || defined(__gfx90a__) || \
defined(__gfx940__) || defined(__gfx941__) || defined(__gfx942__)) defined(__gfx940__) || defined(__gfx941__) || defined(__gfx942__))
...@@ -37,10 +43,13 @@ __global__ void ...@@ -37,10 +43,13 @@ __global__ void
__shared__ uint8_t p_shared[shared_size]; __shared__ uint8_t p_shared[shared_size];
GridwiseGemm::template Run<HasMainKBlockLoop, CGlobalMemoryDataOperation>( GridwiseGemm::template Run<HasMainKBlockLoop, CGlobalMemoryDataOperation>(
karg, static_cast<void*>(p_shared), b2c_map); karg, static_cast<void*>(p_shared), b2c_map, a_element_op, b_element_op, c_element_op);
#else #else
ignore = karg; ignore = karg;
ignore = b2c_map; ignore = b2c_map;
ignore = a_element_op;
ignore = b_element_op;
ignore = c_element_op;
#endif // end of if (defined(__gfx908__) || defined(__gfx90a__)) #endif // end of if (defined(__gfx908__) || defined(__gfx90a__))
} }
...@@ -577,7 +586,10 @@ struct GridwiseGemm_bk0mk1_bk0nk1_mn_xdlops_v2r4r2 ...@@ -577,7 +586,10 @@ struct GridwiseGemm_bk0mk1_bk0nk1_mn_xdlops_v2r4r2
typename Block2CTileMap> typename Block2CTileMap>
__device__ static void Run(const Argument& karg, __device__ static void Run(const Argument& karg,
void* __restrict__ p_shared_block, void* __restrict__ p_shared_block,
const Block2CTileMap& block_2_ctile_map) const Block2CTileMap& block_2_ctile_map,
const AElementwiseOperation a_element_op = AElementwiseOperation{},
const BElementwiseOperation b_element_op = BElementwiseOperation{},
const CElementwiseOperation c_element_op = CElementwiseOperation{})
{ {
const FloatA* p_a_grid = karg.p_a_grid; const FloatA* p_a_grid = karg.p_a_grid;
const FloatB* p_b_grid = karg.p_b_grid; const FloatB* p_b_grid = karg.p_b_grid;
...@@ -590,9 +602,6 @@ struct GridwiseGemm_bk0mk1_bk0nk1_mn_xdlops_v2r4r2 ...@@ -590,9 +602,6 @@ struct GridwiseGemm_bk0mk1_bk0nk1_mn_xdlops_v2r4r2
const auto c_grid_desc_mblock_mperblock_nblock_nperblock = const auto c_grid_desc_mblock_mperblock_nblock_nperblock =
MakeCGridDesc_MBlock_MPerBlock_NBlock_NPerBlock(c_grid_desc_m_n); MakeCGridDesc_MBlock_MPerBlock_NBlock_NPerBlock(c_grid_desc_m_n);
const AElementwiseOperation a_element_op = AElementwiseOperation{};
const BElementwiseOperation b_element_op = BElementwiseOperation{};
const CElementwiseOperation c_element_op = CElementwiseOperation{};
const auto a_grid_buf = make_dynamic_buffer<AddressSpaceEnum::Global>( const auto a_grid_buf = make_dynamic_buffer<AddressSpaceEnum::Global>(
p_a_grid, a_b_k0_m_k1_grid_desc.GetElementSpaceSize()); p_a_grid, a_b_k0_m_k1_grid_desc.GetElementSpaceSize());
...@@ -761,8 +770,8 @@ struct GridwiseGemm_bk0mk1_bk0nk1_mn_xdlops_v2r4r2 ...@@ -761,8 +770,8 @@ struct GridwiseGemm_bk0mk1_bk0nk1_mn_xdlops_v2r4r2
auto blockwise_gemm = BlockwiseGemmXdlops_k0mk1_k0nk1_m0n0m1n1m2m3m4n2_Selector< auto blockwise_gemm = BlockwiseGemmXdlops_k0mk1_k0nk1_m0n0m1n1m2m3m4n2_Selector<
BlockSize, BlockSize,
ComputeType, ComputeType, // ComputeType A
ComputeType, ComputeType, // ComputeType B
FloatAcc, FloatAcc,
decltype(a_k0_m_k1_block_desc), decltype(a_k0_m_k1_block_desc),
decltype(b_k0_n_k1_block_desc), decltype(b_k0_n_k1_block_desc),
......
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