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Commit b2c7d774 authored by ThomasNing's avatar ThomasNing
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Add the changes from include/ck_tile

parent d1e71770
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Showing with 480 additions and 359 deletions
cmake/EnableCompilerWarnings.cmake
View file @ b2c7d774
......@@ -66,7 +66,6 @@ else()
-Wunreachable-code
-Wunused
-Wno-reserved-identifier
-v --save-temps -Wno-gnu-line-marke
-Werror
-Wno-option-ignored
-Wsign-compare
......
include/ck_tile/host.hpp
View file @ b2c7d774
......@@ -20,6 +20,7 @@
#include "ck_tile/host/reference/reference_batched_masking.hpp"
#include "ck_tile/host/reference/reference_batched_rotary_position_embedding.hpp"
#include "ck_tile/host/reference/reference_batched_softmax.hpp"
#include "ck_tile/host/reference/reference_batched_transpose.hpp"
#include "ck_tile/host/reference/reference_elementwise.hpp"
#include "ck_tile/host/reference/reference_fused_moe.hpp"
#include "ck_tile/host/reference/reference_gemm.hpp"
......@@ -34,4 +35,3 @@
#include "ck_tile/host/reference/reference_topk.hpp"
#include "ck_tile/host/stream_config.hpp"
#include "ck_tile/host/timer.hpp"
#include "ck_tile/host/reference/reference_batched_transpose.hpp"
include/ck_tile/ops/batched_transpose.hpp
View file @ b2c7d774
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
// Copyright (c) 2018-2025, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
......
include/ck_tile/ops/gemm.hpp
View file @ b2c7d774
......@@ -32,11 +32,11 @@
#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_v4.hpp"
#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_mem.hpp"
#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_scheduler.hpp"
#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_agmem_bgmem_creg_compute_v4_policy.hpp"
#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_agmem_bgmem_creg_v1.hpp"
#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_agmem_bgmem_creg_v1_default_policy.hpp"
#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_agmem_bgmem_creg_v2.hpp"
#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_agmem_bgmem_creg_v2_default_policy.hpp"
#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_agmem_bgmem_creg_compute_v4_policy.hpp"
#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_problem.hpp"
#include "ck_tile/ops/gemm/pipeline/gemm_universal_pipeline_ag_bg_cr_policy.hpp"
#include "ck_tile/ops/gemm/pipeline/tile_gemm_shape.hpp"
......
include/ck_tile/ops/gemm/block/block_gemm_areg_breg_creg_v1.hpp
View file @ b2c7d774
......@@ -26,12 +26,14 @@ struct BlockGemmARegBRegCRegV1
static constexpr index_t NPerBlock = BlockGemmShape::kN;
static constexpr index_t KPerBlock = BlockGemmShape::kK;
static constexpr auto config = Policy::template GetWarpGemmMWarpNWarp<Problem>();
using WG = remove_cvref_t<decltype(config.template at<0>())>;
using WarpGemm = remove_cvref_t<decltype(config.template at<0>())>;
static constexpr index_t MWarp = config.template at<1>();
static constexpr index_t NWarp = config.template at<2>();
static constexpr index_t MIterPerWarp = MPerBlock / (MWarp * WG::kM);
static constexpr index_t NIterPerWarp = NPerBlock / (NWarp * WG::kN);
static constexpr index_t KIterPerWarp = KPerBlock / WG::kK;
static constexpr index_t MIterPerWarp = MPerBlock / (MWarp * WarpGemm::kM);
static constexpr index_t NIterPerWarp = NPerBlock / (NWarp * WarpGemm::kN);
static constexpr index_t KIterPerWarp = KPerBlock / WarpGemm::kK;
static constexpr index_t KPack = WarpGemm::kKPerThread;
CK_TILE_DEVICE static constexpr auto MakeABlockDistributionEncode()
{
......@@ -43,7 +45,7 @@ struct BlockGemmARegBRegCRegV1
sequence<1, 2>,
sequence<0, 0>>{};
constexpr auto a_block_dstr_encode = detail::make_embed_tile_distribution_encoding(
a_block_outer_dstr_encoding, typename WG::AWarpDstrEncoding{});
a_block_outer_dstr_encoding, typename WarpGemm::AWarpDstrEncoding{});
return a_block_dstr_encode;
}
......@@ -58,7 +60,7 @@ struct BlockGemmARegBRegCRegV1
sequence<1, 2>,
sequence<0, 0>>{};
constexpr auto b_block_dstr_encode = detail::make_embed_tile_distribution_encoding(
b_block_outer_dstr_encoding, typename WG::BWarpDstrEncoding{});
b_block_outer_dstr_encoding, typename WarpGemm::BWarpDstrEncoding{});
return b_block_dstr_encode;
}
......@@ -73,7 +75,7 @@ struct BlockGemmARegBRegCRegV1
sequence<1, 2>,
sequence<0, 0>>{};
constexpr auto c_block_dstr_encode = detail::make_embed_tile_distribution_encoding(
c_block_outer_dstr_encoding, typename WG::CWarpDstrEncoding{});
c_block_outer_dstr_encoding, typename WarpGemm::CWarpDstrEncoding{});
return c_block_dstr_encode;
}
......@@ -112,13 +114,13 @@ struct BlockGemmARegBRegCRegV1
.get_static_tile_distribution_encoding())>>,
"C distribution is wrong!");
using AWarpDstr = typename WG::AWarpDstr;
using BWarpDstr = typename WG::BWarpDstr;
using CWarpDstr = typename WG::CWarpDstr;
using AWarpDstr = typename WarpGemm::AWarpDstr;
using BWarpDstr = typename WarpGemm::BWarpDstr;
using CWarpDstr = typename WarpGemm::CWarpDstr;
using AWarpTensor = typename WG::AWarpTensor;
using BWarpTensor = typename WG::BWarpTensor;
using CWarpTensor = typename WG::CWarpTensor;
using AWarpTensor = typename WarpGemm::AWarpTensor;
using BWarpTensor = typename WarpGemm::BWarpTensor;
using CWarpTensor = typename WarpGemm::CWarpTensor;
constexpr auto a_warp_y_lengths =
to_sequence(AWarpDstr{}.get_ys_to_d_descriptor().get_lengths());
......@@ -157,7 +159,7 @@ struct BlockGemmARegBRegCRegV1
merge_sequences(sequence<1, 1>{}, c_warp_y_lengths));
// warp GEMM
WG{}(c_warp_tensor, a_warp_tensor, b_warp_tensor);
WarpGemm{}(c_warp_tensor, a_warp_tensor, b_warp_tensor);
// write C warp tensor into C block tensor
c_block_tensor.set_y_sliced_thread_data(
......@@ -180,7 +182,7 @@ struct BlockGemmARegBRegCRegV1
sequence<0, 0>>{};
constexpr auto c_block_dstr_encode = detail::make_embed_tile_distribution_encoding(
c_block_outer_dstr_encoding, typename WG::CWarpDstrEncoding{});
c_block_outer_dstr_encoding, typename WarpGemm::CWarpDstrEncoding{});
constexpr auto c_block_dstr = make_static_tile_distribution(c_block_dstr_encode);
auto c_block_tensor = make_static_distributed_tensor<CDataType>(c_block_dstr);
return c_block_tensor;
......
include/ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_base.hpp
View file @ b2c7d774
......@@ -45,17 +45,17 @@ struct GemmPipelineAgBgCrImplBase
{
load_tile(dst_block_tile, lds_tile_window);
}
CK_TILE_DEVICE auto GetABLdsTensorViews(void* p_smem) const
{
// A tile in LDS
ADataType* __restrict__ p_a_lds = static_cast<ADataType*>(p_smem);
ADataType* __restrict__ p_a_lds = static_cast<ADataType*>(p_smem);
constexpr auto a_lds_block_desc = Policy::template MakeALdsBlockDescriptor<Problem>();
auto a_lds_block = make_tensor_view<address_space_enum::lds>(p_a_lds, a_lds_block_desc);
// TODO: LDS alignment should come from Policy!
constexpr index_t a_lds_block_space_size_aligned =
integer_least_multiple(sizeof(ADataType) * a_lds_block_desc.get_element_space_size(), 16);
constexpr index_t a_lds_block_space_size_aligned = integer_least_multiple(
sizeof(ADataType) * a_lds_block_desc.get_element_space_size(), 16);
// B tile in LDS
BDataType* __restrict__ p_b_lds = static_cast<BDataType*>(
......
include/ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_v3.hpp
View file @ b2c7d774
......@@ -72,8 +72,6 @@ struct GemmPipelineAgBgCrCompV3 : public BaseGemmPipelineAgBgCrCompV3<Problem>
static constexpr bool isDoubleSmemBuffer = Problem::isDoubleSmemBuffer;
static constexpr bool isDoubleSmemBuffer = Problem::isDoubleSmemBuffer;
static constexpr bool HasHotLoop = Problem::HasHotLoop;
static constexpr auto TailNum = Problem::TailNum;
static constexpr auto Scheduler = Problem::Scheduler;
......
include/ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_v4.hpp
View file @ b2c7d774
......@@ -9,8 +9,30 @@
namespace ck_tile {
// A Tile Window: global memory
// B Tile Window: global memory
// C Distributed tensor: register
template <typename Problem>
struct BaseGemmPipelineAgBgCrCompV4
{
static constexpr index_t PrefetchStages = 3;
static constexpr index_t PrefillStages = 1;
static constexpr index_t GlobalBufferNum = 1;
CK_TILE_HOST static constexpr bool BlockHasHotloop(index_t num_loop)
{
return num_loop > PrefetchStages;
}
CK_TILE_HOST static constexpr TailNumber GetBlockLoopTailNum(index_t num_loop)
{
ignore = num_loop;
return TailNumber::Two;
}
};
template <typename Problem, typename Policy = GemmPipelineAGmemBGmemCregComputeV4DefaultPolicy>
struct GemmPipelineAgBgCrCompV4 : public BaseGemmPipelineAgBgCrCompV3<Problem>
struct GemmPipelineAgBgCrCompV4 : public BaseGemmPipelineAgBgCrCompV4<Problem>
{
using Base = BaseGemmPipelineAgBgCrCompV3<Problem>;
using PipelineImplBase = GemmPipelineAgBgCrImplBase<Problem, Policy>;
......@@ -35,9 +57,9 @@ struct GemmPipelineAgBgCrCompV4 : public BaseGemmPipelineAgBgCrCompV3<Problem>
static constexpr index_t NPerBlock = BlockGemmShape::kN;
static constexpr index_t KPerBlock = BlockGemmShape::kK;
static constexpr index_t VectorSizeA = Problem::VectorSizeA;
static constexpr index_t VectorSizeB = Problem::VectorSizeB;
static constexpr index_t VectorSizeC = Problem::VectorSizeC;
static constexpr index_t VectorSizeA = Policy::template GetVectorSizeA<Problem>();
static constexpr index_t VectorSizeB = Policy::template GetVectorSizeB<Problem>();
static constexpr index_t VectorSizeC = Policy::template GetVectorSizeC<Problem>();
static constexpr bool kPadM = Problem::kPadM;
static constexpr bool kPadN = Problem::kPadN;
......@@ -54,7 +76,10 @@ struct GemmPipelineAgBgCrCompV4 : public BaseGemmPipelineAgBgCrCompV3<Problem>
return Policy::template GetSmemSize<Problem>();
}
CK_TILE_HOST_DEVICE static constexpr auto IsTransposeC() { return Policy::IsTransposeC(); }
CK_TILE_HOST_DEVICE static constexpr auto IsTransposeC()
{
return Policy::template IsTransposeC<Problem>();
}
template <GemmPipelineScheduler Scheduler>
struct PipelineImpl : public PipelineImplBase
......@@ -115,12 +140,12 @@ struct GemmPipelineAgBgCrCompV4 : public BaseGemmPipelineAgBgCrCompV3<Problem>
ignore = i;
__builtin_amdgcn_sched_group_barrier(0x008, 1, 0); // MFMA : 1
__builtin_amdgcn_sched_group_barrier(
0x100, num_ds_read_inst / num_issue, 0); // DS read : 2
__builtin_amdgcn_sched_group_barrier(0x008, 1, 0); // MFMA: 1
0x100, num_ds_read_inst / num_issue, 0); // DS read : 2
__builtin_amdgcn_sched_group_barrier(0x008, 1, 0); // MFMA: 1
__builtin_amdgcn_sched_group_barrier(
0x200, num_ds_write_inst / num_issue, 0); // DS write : 1
__builtin_amdgcn_sched_group_barrier(0x008, 1, 0); // MFMA : 1
__builtin_amdgcn_sched_group_barrier(0x020, 1, 0); // VMEM read :1
0x200, num_ds_write_inst / num_issue, 0); // DS write : 1
__builtin_amdgcn_sched_group_barrier(0x008, 1, 0); // MFMA : 1
__builtin_amdgcn_sched_group_barrier(0x020, 1, 0); // VMEM read :1
__builtin_amdgcn_sched_group_barrier(
0x008, C_MFMA_Inst_Num / num_issue - 3, 0); // MFMA : 5
});
......@@ -147,11 +172,22 @@ struct GemmPipelineAgBgCrCompV4 : public BaseGemmPipelineAgBgCrCompV3<Problem>
remove_cvref_t<typename BDramBlockWindowTmp::DataType>>,
"wrong!");
static_assert(MPerBlock == ADramBlockWindowTmp{}.get_window_lengths()[number<0>{}] &&
NPerBlock ==
BDramBlockWindowTmp{}.get_window_lengths()[number<0>{}] &&
KPerBlock == ADramBlockWindowTmp{}.get_window_lengths()[number<1>{}],
"wrong!");
constexpr bool is_a_col_major =
std::is_same_v<ALayout, tensor_layout::gemm::ColumnMajor>;
constexpr bool is_b_row_major = std::is_same_v<BLayout, tensor_layout::gemm::RowMajor>;
static_assert(is_a_col_major
? (KPerBlock == ADramBlockWindowTmp{}.get_window_lengths()[I0{}] &&
MPerBlock == ADramBlockWindowTmp{}.get_window_lengths()[I1{}])
: (MPerBlock == ADramBlockWindowTmp{}.get_window_lengths()[I0{}] &&
KPerBlock == ADramBlockWindowTmp{}.get_window_lengths()[I1{}]),
"A block window has incorrect lengths for defined ALayout!");
static_assert(is_b_row_major
? (KPerBlock == BDramBlockWindowTmp{}.get_window_lengths()[I0{}] &&
NPerBlock == BDramBlockWindowTmp{}.get_window_lengths()[I1{}])
: (NPerBlock == BDramBlockWindowTmp{}.get_window_lengths()[I0{}] &&
KPerBlock == BDramBlockWindowTmp{}.get_window_lengths()[I1{}]),
"B block window has incorrect lengths for defined BLayout!");
////////////// global window & register /////////////////
// A DRAM tile window for load
......@@ -176,37 +212,33 @@ struct GemmPipelineAgBgCrCompV4 : public BaseGemmPipelineAgBgCrCompV3<Problem>
ABlockTile a_global_load_tile;
BBlockTile b_global_load_tile;
using ADramTileWindowStep = typename ADramBlockWindowTmp::BottomTensorIndex;
using BDramTileWindowStep = typename BDramBlockWindowTmp::BottomTensorIndex;
constexpr ADramTileWindowStep a_dram_tile_window_step =
is_a_col_major ? make_array(KPerBlock, 0) : make_array(0, KPerBlock);
constexpr BDramTileWindowStep b_dram_tile_window_step =
is_b_row_major ? make_array(KPerBlock, 0) : make_array(0, KPerBlock);
// global prefetch 0
// global read 0
Base::GlobalPrefetch(a_global_load_tile, a_copy_dram_window);
Base::GlobalPrefetch(b_global_load_tile, b_copy_dram_window);
Base::GlobalPrefetch(a_global_load_tile, a_copy_dram_window, a_dram_tile_window_step);
Base::GlobalPrefetch(b_global_load_tile, b_copy_dram_window, b_dram_tile_window_step);
////////////// LDS desc, window & register /////////////////
auto&& [a_lds_block0, b_lds_block0] = Base::GetABLdsTensorViews(p_smem_0);
auto&& [a_lds_block1, b_lds_block1] = Base::GetABLdsTensorViews(p_smem_1);
auto a_copy_lds_window0 =
make_tile_window(a_lds_block0,
make_tuple(number<MPerBlock>{}, number<KPerBlock>{}),
{0, 0},
ABlockTileDistr);
auto a_copy_lds_window1 =
make_tile_window(a_lds_block1,
make_tuple(number<MPerBlock>{}, number<KPerBlock>{}),
{0, 0},
ABlockTileDistr);
auto b_copy_lds_window0 =
make_tile_window(b_lds_block0,
make_tuple(number<NPerBlock>{}, number<KPerBlock>{}),
{0, 0},
BBlockTileDistr);
auto b_copy_lds_window1 =
make_tile_window(b_lds_block1,
make_tuple(number<NPerBlock>{}, number<KPerBlock>{}),
{0, 0},
BBlockTileDistr);
auto a_copy_lds_window0 = make_tile_window(
a_lds_block0, make_tuple(number<MPerBlock>{}, number<KPerBlock>{}), {0, 0});
auto a_copy_lds_window1 = make_tile_window(
a_lds_block1, make_tuple(number<MPerBlock>{}, number<KPerBlock>{}), {0, 0});
auto b_copy_lds_window0 = make_tile_window(
b_lds_block0, make_tuple(number<NPerBlock>{}, number<KPerBlock>{}), {0, 0});
auto b_copy_lds_window1 = make_tile_window(
b_lds_block1, make_tuple(number<NPerBlock>{}, number<KPerBlock>{}), {0, 0});
// Block GEMM
auto block_gemm = BlockGemm();
......@@ -216,11 +248,32 @@ struct GemmPipelineAgBgCrCompV4 : public BaseGemmPipelineAgBgCrCompV3<Problem>
tile_elementwise_inout([](auto& c) { c = 0; }, c_block_tile);
// LDS write 0
Base::LocalPrefill(a_copy_lds_window0, a_global_load_tile, a_element_func);
Base::LocalPrefill(b_copy_lds_window0, b_global_load_tile, b_element_func);
if constexpr(is_a_col_major)
{
auto a_shuffle_tmp = make_static_distributed_tensor<ADataType>(
Policy::template MakeShuffledARegTileDistribution<Problem>());
transpose_tile2d(a_shuffle_tmp, a_global_load_tile);
Base::LocalPrefill(a_copy_lds_window0, a_shuffle_tmp, a_element_func);
}
else
{
Base::LocalPrefill(a_copy_lds_window0, a_global_load_tile, a_element_func);
}
if constexpr(is_b_row_major)
{
auto b_shuffle_tmp = make_static_distributed_tensor<BDataType>(
Policy::template MakeShuffledBRegTileDistribution<Problem>());
transpose_tile2d(b_shuffle_tmp, b_global_load_tile);
Base::LocalPrefill(b_copy_lds_window0, b_shuffle_tmp, b_element_func);
}
else
{
Base::LocalPrefill(b_copy_lds_window0, b_global_load_tile, b_element_func);
}
// global read 1
Base::GlobalPrefetch(a_global_load_tile, a_copy_dram_window);
Base::GlobalPrefetch(b_global_load_tile, b_copy_dram_window);
Base::GlobalPrefetch(a_global_load_tile, a_copy_dram_window, a_dram_tile_window_step);
Base::GlobalPrefetch(b_global_load_tile, b_copy_dram_window, b_dram_tile_window_step);
block_sync_lds();
......@@ -262,11 +315,31 @@ struct GemmPipelineAgBgCrCompV4 : public BaseGemmPipelineAgBgCrCompV3<Problem>
Base::LocalPrefetch(a_block_tile0, a_lds_ld_window0);
Base::LocalPrefetch(b_block_tile0, b_lds_ld_window0);
Base::LocalPrefill(a_copy_lds_window1, a_global_load_tile, a_element_func);
Base::LocalPrefill(b_copy_lds_window1, b_global_load_tile, b_element_func);
if constexpr(is_a_col_major)
{
auto a_shuffle_tmp = make_static_distributed_tensor<ADataType>(
Policy::template MakeShuffledARegTileDistribution<Problem>());
transpose_tile2d(a_shuffle_tmp, a_global_load_tile);
Base::LocalPrefill(a_copy_lds_window1, a_shuffle_tmp, a_element_func);
}
else
{
Base::LocalPrefill(a_copy_lds_window1, a_global_load_tile, a_element_func);
}
if constexpr(is_b_row_major)
{
auto b_shuffle_tmp = make_static_distributed_tensor<BDataType>(
Policy::template MakeShuffledBRegTileDistribution<Problem>());
transpose_tile2d(b_shuffle_tmp, b_global_load_tile);
Base::LocalPrefill(b_copy_lds_window1, b_shuffle_tmp, b_element_func);
}
else
{
Base::LocalPrefill(b_copy_lds_window1, b_global_load_tile, b_element_func);
}
Base::GlobalPrefetch(a_global_load_tile, a_copy_dram_window);
Base::GlobalPrefetch(b_global_load_tile, b_copy_dram_window);
Base::GlobalPrefetch(a_global_load_tile, a_copy_dram_window, a_dram_tile_window_step);
Base::GlobalPrefetch(b_global_load_tile, b_copy_dram_window, b_dram_tile_window_step);
if(HasHotLoop)
{
......@@ -280,11 +353,35 @@ struct GemmPipelineAgBgCrCompV4 : public BaseGemmPipelineAgBgCrCompV3<Problem>
Base::LocalPrefetch(a_block_tile1, a_lds_ld_window1);
Base::LocalPrefetch(b_block_tile1, b_lds_ld_window1);
Base::LocalPrefill(a_copy_lds_window0, a_global_load_tile, a_element_func);
Base::LocalPrefill(b_copy_lds_window0, b_global_load_tile, b_element_func);
Base::GlobalPrefetch(a_global_load_tile, a_copy_dram_window);
Base::GlobalPrefetch(b_global_load_tile, b_copy_dram_window);
if constexpr(is_a_col_major)
{
auto a_shuffle_tmp = make_static_distributed_tensor<ADataType>(
Policy::template MakeShuffledARegTileDistribution<Problem>());
transpose_tile2d(a_shuffle_tmp, a_global_load_tile);
Base::LocalPrefill(a_copy_lds_window0, a_shuffle_tmp, a_element_func);
}
else
{
Base::LocalPrefill(
a_copy_lds_window0, a_global_load_tile, a_element_func);
}
if constexpr(is_b_row_major)
{
auto b_shuffle_tmp = make_static_distributed_tensor<BDataType>(
Policy::template MakeShuffledBRegTileDistribution<Problem>());
transpose_tile2d(b_shuffle_tmp, b_global_load_tile);
Base::LocalPrefill(b_copy_lds_window0, b_shuffle_tmp, b_element_func);
}
else
{
Base::LocalPrefill(
b_copy_lds_window0, b_global_load_tile, b_element_func);
}
Base::GlobalPrefetch(
a_global_load_tile, a_copy_dram_window, a_dram_tile_window_step);
Base::GlobalPrefetch(
b_global_load_tile, b_copy_dram_window, b_dram_tile_window_step);
// gemm
block_gemm(c_block_tile, a_block_tile0, b_block_tile0);
HotLoopScheduler();
......@@ -296,11 +393,35 @@ struct GemmPipelineAgBgCrCompV4 : public BaseGemmPipelineAgBgCrCompV3<Problem>
Base::LocalPrefetch(a_block_tile0, a_lds_ld_window0);
Base::LocalPrefetch(b_block_tile0, b_lds_ld_window0);
Base::LocalPrefill(a_copy_lds_window1, a_global_load_tile, a_element_func);
Base::LocalPrefill(b_copy_lds_window1, b_global_load_tile, b_element_func);
Base::GlobalPrefetch(a_global_load_tile, a_copy_dram_window);
Base::GlobalPrefetch(b_global_load_tile, b_copy_dram_window);
if constexpr(is_a_col_major)
{
auto a_shuffle_tmp = make_static_distributed_tensor<ADataType>(
Policy::template MakeShuffledARegTileDistribution<Problem>());
transpose_tile2d(a_shuffle_tmp, a_global_load_tile);
Base::LocalPrefill(a_copy_lds_window1, a_shuffle_tmp, a_element_func);
}
else
{
Base::LocalPrefill(
a_copy_lds_window1, a_global_load_tile, a_element_func);
}
if constexpr(is_b_row_major)
{
auto b_shuffle_tmp = make_static_distributed_tensor<BDataType>(
Policy::template MakeShuffledBRegTileDistribution<Problem>());
transpose_tile2d(b_shuffle_tmp, b_global_load_tile);
Base::LocalPrefill(b_copy_lds_window1, b_shuffle_tmp, b_element_func);
}
else
{
Base::LocalPrefill(
b_copy_lds_window1, b_global_load_tile, b_element_func);
}
Base::GlobalPrefetch(
a_global_load_tile, a_copy_dram_window, a_dram_tile_window_step);
Base::GlobalPrefetch(
b_global_load_tile, b_copy_dram_window, b_dram_tile_window_step);
// gemm
block_gemm(c_block_tile, a_block_tile1, b_block_tile1);
HotLoopScheduler();
......@@ -318,8 +439,28 @@ struct GemmPipelineAgBgCrCompV4 : public BaseGemmPipelineAgBgCrCompV3<Problem>
block_sync_lds();
Base::LocalPrefetch(a_block_tile1, a_lds_ld_window1);
Base::LocalPrefetch(b_block_tile1, b_lds_ld_window1);
Base::LocalPrefill(a_copy_lds_window0, a_global_load_tile, a_element_func);
Base::LocalPrefill(b_copy_lds_window0, b_global_load_tile, b_element_func);
if constexpr(is_a_col_major)
{
auto a_shuffle_tmp = make_static_distributed_tensor<ADataType>(
Policy::template MakeShuffledARegTileDistribution<Problem>());
transpose_tile2d(a_shuffle_tmp, a_global_load_tile);
Base::LocalPrefill(a_copy_lds_window0, a_shuffle_tmp, a_element_func);
}
else
{
Base::LocalPrefill(a_copy_lds_window0, a_global_load_tile, a_element_func);
}
if constexpr(is_b_row_major)
{
auto b_shuffle_tmp = make_static_distributed_tensor<BDataType>(
Policy::template MakeShuffledBRegTileDistribution<Problem>());
transpose_tile2d(b_shuffle_tmp, b_global_load_tile);
Base::LocalPrefill(b_copy_lds_window0, b_shuffle_tmp, b_element_func);
}
else
{
Base::LocalPrefill(b_copy_lds_window0, b_global_load_tile, b_element_func);
}
block_gemm(c_block_tile, a_block_tile0, b_block_tile0);
}
// 2
......
include/ck_tile/ops/gemm/pipeline/gemm_pipeline_problem.hpp
View file @ b2c7d774
......@@ -33,7 +33,7 @@ struct GemmPipelineProblemBase
static constexpr bool kPadN = Traits::kPadN;
static constexpr bool kPadK = Traits::kPadK;
static constexpr bool isDoubleSmemBuffer = GemmTraits::isDoubleSmemBuffer;
static constexpr bool isDoubleSmemBuffer = Traits::isDoubleSmemBuffer;
static constexpr auto Scheduler = GemmPipelineScheduler::Default;
......@@ -163,6 +163,8 @@ struct UniversalGemmPipelineProblem
static constexpr bool kPadN = Traits::kPadN;
static constexpr bool kPadK = Traits::kPadK;
static constexpr bool isDoubleSmemBuffer = Traits::isDoubleSmemBuffer;
static constexpr auto Scheduler = Scheduler_;
static constexpr auto HasHotLoop = HasHotLoop_;
static constexpr auto TailNum = TailNum_;
......
include/ck_tile/ops/gemm/pipeline/tile_gemm_traits.hpp
View file @ b2c7d774
......@@ -22,8 +22,6 @@ struct TileGemmTraits
static constexpr bool isDoubleSmemBuffer = isDoubleSmemBuffer_;
static constexpr bool isDoubleSmemBuffer = isDoubleSmemBuffer_;
// TODO this can't be hardcoded here! Should be in policy!
static constexpr int _VectorSize = 16;
......@@ -37,6 +35,7 @@ struct TileGemmTraits
template <bool kPadM_,
bool kPadN_,
bool kPadK_,
bool isDoubleSmemBuffer_,
typename ALayout_,
typename BLayout_,
typename CLayout_,
......@@ -47,6 +46,8 @@ struct TileGemmUniversalTraits
static constexpr bool kPadN = kPadN_;
static constexpr bool kPadK = kPadK_;
static constexpr bool isDoubleSmemBuffer = isDoubleSmemBuffer_;
using ALayout = ALayout_;
using BLayout = BLayout_;
using CLayout = CLayout_;
......
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