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Commit 223a2abe authored by Jun Liu's avatar Jun Liu
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Merge branch 'amd-develop' into amd-master

parents 3dc5db72 42158813
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Showing with 646 additions and 197 deletions
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View file @ 223a2abe
......@@ -735,11 +735,11 @@ def process_results(Map conf=[:]){
//launch develop branch daily at 23:00 UT in FULL_QA mode and at 19:00 UT with latest staging compiler version
CRON_SETTINGS = BRANCH_NAME == "develop" ? '''0 23 * * * % RUN_FULL_QA=true;ROCMVERSION=6.2;RUN_CK_TILE_FMHA_TESTS=true;RUN_CK_TILE_GEMM_TESTS=true
0 21 * * * % ROCMVERSION=6.2;hipTensor_test=true
0 21 * * * % ROCMVERSION=6.2;hipTensor_test=true;RUN_CODEGEN_TESTS=true
0 19 * * * % BUILD_DOCKER=true;DL_KERNELS=true;COMPILER_VERSION=amd-staging;BUILD_COMPILER=/llvm-project/build/bin/clang++;BUILD_GFX12=true;USE_SCCACHE=false;NINJA_BUILD_TRACE=true
0 17 * * * % BUILD_DOCKER=true;DL_KERNELS=true;COMPILER_VERSION=amd-mainline-open;BUILD_COMPILER=/llvm-project/build/bin/clang++;BUILD_GFX12=true;USE_SCCACHE=false;NINJA_BUILD_TRACE=true
0 15 * * * % BUILD_INSTANCES_ONLY=true;RUN_CODEGEN_TESTS=false;RUN_PERFORMANCE_TESTS=false;USE_SCCACHE=false
0 13 * * * % BUILD_LEGACY_OS=true ''' : ""
0 15 * * * % BUILD_INSTANCES_ONLY=true;RUN_PERFORMANCE_TESTS=false;USE_SCCACHE=false
0 13 * * * % BUILD_LEGACY_OS=true''' : ""
pipeline {
agent none
......@@ -806,6 +806,10 @@ pipeline {
name: "RUN_GROUPED_CONV_LARGE_CASES_TESTS",
defaultValue: false,
description: "Run the grouped conv large cases tests (default: OFF)")
booleanParam(
name: "RUN_CODEGEN_TESTS",
defaultValue: false,
description: "Run codegen tests (default: OFF)")
booleanParam(
name: "RUN_CK_TILE_FMHA_TESTS",
defaultValue: false,
......@@ -926,7 +930,30 @@ pipeline {
execute_args = """ ../script/cmake-ck-dev.sh ../ gfx90a && \
make -j64 test_grouped_convnd_fwd_large_cases_xdl && \
./bin/test_grouped_convnd_fwd_large_cases_xdl"""
}
}
steps{
buildHipClangJobAndReboot(setup_args:setup_args, no_reboot:true, build_type: 'Release', execute_cmd: execute_args)
cleanWs()
}
}
}
}
stage("Run Codegen Tests")
{
parallel
{
stage("Run Codegen Tests on gfx90a")
{
when {
beforeAgent true
expression { params.RUN_CODEGEN_TESTS.toBoolean() }
}
agent{ label rocmnode("gfx90a")}
environment{
setup_args = "NO_CK_BUILD"
execute_args = """ CXX=/opt/rocm/llvm/bin/clang++ cmake ../codegen && \
make -j64 check"""
}
steps{
buildHipClangJobAndReboot(setup_args:setup_args, no_reboot:true, build_type: 'Release', execute_cmd: execute_args)
cleanWs()
......@@ -951,7 +978,7 @@ pipeline {
make -j64 tile_example_fmha_fwd tile_example_fmha_bwd && \
cd ../ &&
example/ck_tile/01_fmha/script/run_full_test.sh "CI_${params.COMPILER_VERSION}" "${env.BRANCH_NAME}" "${NODE_NAME}" gfx90a """
}
}
steps{
buildHipClangJobAndReboot(setup_args:setup_args, no_reboot:true, build_type: 'Release', execute_cmd: execute_args)
cleanWs()
......@@ -970,7 +997,7 @@ pipeline {
make -j64 tile_example_fmha_fwd tile_example_fmha_bwd && \
cd ../ &&
example/ck_tile/01_fmha/script/run_full_test.sh "CI_${params.COMPILER_VERSION}" "${env.BRANCH_NAME}" "${NODE_NAME}" gfx942 """
}
}
steps{
buildHipClangJobAndReboot(setup_args:setup_args, no_reboot:true, build_type: 'Release', execute_cmd: execute_args)
cleanWs()
......@@ -995,7 +1022,7 @@ pipeline {
make -j64 tile_example_gemm_basic && \
cd ../ &&
example/ck_tile/03_gemm/script/run_full_test.sh "CI_${params.COMPILER_VERSION}" "${env.BRANCH_NAME}" "${NODE_NAME}" gfx90a """
}
}
steps{
buildHipClangJobAndReboot(setup_args:setup_args, no_reboot:true, build_type: 'Release', execute_cmd: execute_args)
cleanWs()
......@@ -1014,7 +1041,7 @@ pipeline {
make -j64 tile_example_gemm_basic && \
cd ../ &&
example/ck_tile/03_gemm/script/run_full_test.sh "CI_${params.COMPILER_VERSION}" "${env.BRANCH_NAME}" "${NODE_NAME}" gfx942 """
}
}
steps{
buildHipClangJobAndReboot(setup_args:setup_args, no_reboot:true, build_type: 'Release', execute_cmd: execute_args)
cleanWs()
......@@ -1040,7 +1067,7 @@ pipeline {
-DCMAKE_CXX_FLAGS=" -O3 " \
-DCK_USE_ALTERNATIVE_PYTHON=/opt/Python-3.8.13/bin/python3.8 """
execute_args = " "
}
}
steps{
Build_CK_and_Reboot(setup_args: setup_args, config_targets: " ", no_reboot:true, build_type: 'Release', docker_name: docker_name)
cleanWs()
......@@ -1059,7 +1086,7 @@ pipeline {
-DCMAKE_CXX_FLAGS=" -O3 " \
-DCK_USE_ALTERNATIVE_PYTHON=/opt/Python-3.8.13/bin/python3.8 """
execute_args = " "
}
}
steps{
Build_CK_and_Reboot(setup_args: setup_args, config_targets: " ", no_reboot:true, build_type: 'Release', docker_name: docker_name)
cleanWs()
......@@ -1140,7 +1167,7 @@ pipeline {
-D CMAKE_BUILD_TYPE=Release \
-D GPU_ARCHS="gfx908;gfx90a;gfx940;gfx941;gfx942;gfx1030;gfx1100;gfx1101;gfx1102" \
-D CMAKE_CXX_FLAGS=" -O3 " .. && make -j64 """
}
}
steps{
buildHipClangJobAndReboot(setup_cmd: "", build_cmd: "", no_reboot:true, build_type: 'Release', execute_cmd: execute_args)
cleanWs()
......
codegen/CMakeLists.txt
View file @ 223a2abe
cmake_minimum_required(VERSION 3.16)
project(composable_kernel_host)
set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
set(CMAKE_LIBRARY_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR}/lib)
......@@ -5,56 +8,51 @@ set(CMAKE_ARCHIVE_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR}/lib)
set(CMAKE_RUNTIME_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR}/bin)
set(CK_ROOT ${CMAKE_CURRENT_SOURCE_DIR}/..)
add_compile_options(-std=c++17)
find_package(hip)
add_custom_target(codegen)
find_package(ROCM)
include(ROCMInstallTargets)
include(ROCMTest)
# add include directories
include_directories(BEFORE
${PROJECT_BINARY_DIR}/include
${PROJECT_SOURCE_DIR}/include
${PROJECT_SOURCE_DIR}/library/include
${HIP_INCLUDE_DIRS}
)
rocm_setup_version(VERSION 1.0)
list(APPEND CMAKE_MODULE_PATH ${CK_ROOT}/cmake)
include(Embed)
file(GLOB_RECURSE KERNEL_FILES CONFIGURE_DEPENDS
${CK_ROOT}/include/ck/*.hpp)
#printouts fot debug purposes
#message(STATUS "KERNEL_FILES: ${KERNEL_FILES}")
#message(STATUS "RELATIVE: ${CK_ROOT}/include")
${CK_ROOT}/include/ck/*.hpp)
# printouts fot debug purposes
# message(STATUS "KERNEL_FILES: ${KERNEL_FILES}")
# message(STATUS "RELATIVE: ${CK_ROOT}/include")
add_embed_library(ck_headers ${KERNEL_FILES} RELATIVE ${CK_ROOT}/include)
file(GLOB SOURCES CONFIGURE_DEPENDS src/*.cpp)
add_compile_options(-std=c++17)
##message(STATUS "SOURCE_FILES: ${SOURCES}")
file(GLOB SOURCES CONFIGURE_DEPENDS src/*.cpp)
# TODO: Use object library
add_library(ck_host STATIC ${SOURCES})
target_link_libraries(ck_host PRIVATE ck_headers)
set_target_properties(ck_host PROPERTIES
LINKER_LANGUAGE CXX
POSITION_INDEPENDENT_CODE ON)
set_target_properties(ck_host PROPERTIES
LINKER_LANGUAGE CXX
POSITION_INDEPENDENT_CODE ON)
target_include_directories(ck_host PUBLIC
$<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/include>
$<INSTALL_INTERFACE:include>
)
# target_include_directories(ck_host PUBLIC
# $<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/include>
# )
add_executable(ck-template-driver driver/main.cpp)
target_link_libraries(ck-template-driver ck_host)
rocm_install(
rocm_install_targets(
TARGETS ck_host ck_headers
EXPORT ck_hostTargets
EXPORT ck_host_targets
INCLUDE include
PRIVATE
)
rocm_export_targets(
EXPORT ck_host_targets
NAMESPACE composable_kernel::
)
rocm_install(EXPORT ck_hostTargets
FILE composable_kernelck_hostTargets.cmake
NAMESPACE composable_kernel::
DESTINATION ${CMAKE_INSTALL_LIBDIR}/cmake/composable_kernel)
rocm_install(DIRECTORY include/ck DESTINATION ${CMAKE_INSTALL_INCLUDEDIR})
if(BUILD_TESTING)
add_subdirectory(test)
add_subdirectory(test)
endif()
codegen/test/CMakeLists.txt
View file @ 223a2abe
list(APPEND CMAKE_PREFIX_PATH /opt/rocm)
add_subdirectory(rtc)
file(GLOB TEST_SRCS CONFIGURE_DEPENDS *.cpp)
# do not build the tests when we build the library for various targets
if(NOT GPU_ARCHS)
foreach(TEST_SRC ${TEST_SRCS})
set_source_files_properties(${TEST_SRC} PROPERTIES LANGUAGE HIP)
get_filename_component(BASE_NAME ${TEST_SRC} NAME_WE)
add_executable(codegen_test_${BASE_NAME} ${TEST_SRC})
if(CK_USE_ALTERNATIVE_PYTHON)
target_link_options(codegen_test_${BASE_NAME} PRIVATE -lstdc++fs)
endif()
add_dependencies(codegen codegen_test_${BASE_NAME})
add_dependencies(tests codegen_test_${BASE_NAME})
add_dependencies(check codegen_test_${BASE_NAME})
add_test(NAME codegen_test_${BASE_NAME} COMMAND codegen_test_${BASE_NAME})
message("adding test codegen_test_${BASE_NAME}")
target_link_libraries(codegen_test_${BASE_NAME} ck_rtc ck_host)
target_include_directories(codegen_test_${BASE_NAME} PUBLIC ${CK_ROOT}/codegen/test/include)
# TODO: These tests need to be refactored to remove dependency on main ck
# headers and device compilation.
set(TESTS_REQUIRE_DEVICE_COMPILE
grouped_conv_fwd_multiple_d_v1
grouped_conv_fwd_multiple_d_v2
grouped_conv_fwd_multiple_d_v3
grouped_conv_fwd_multiple_d_v4
)
find_package(hip)
foreach(TEST_SRC ${TEST_SRCS})
get_filename_component(BASE_NAME ${TEST_SRC} NAME_WE)
rocm_add_test_executable(codegen_test_${BASE_NAME} ${TEST_SRC})
target_link_libraries(codegen_test_${BASE_NAME} ck_rtc ck_host)
target_include_directories(codegen_test_${BASE_NAME} PUBLIC include)
if(BASE_NAME IN_LIST TESTS_REQUIRE_DEVICE_COMPILE)
target_link_libraries(codegen_test_${BASE_NAME} hip::device)
target_include_directories(codegen_test_${BASE_NAME} PUBLIC ${CK_ROOT}/include)
target_include_directories(codegen_test_${BASE_NAME} PUBLIC ${CK_ROOT}/library/include)
endforeach()
endif()
endif()
endforeach()
codegen/test/rtc/CMakeLists.txt
View file @ 223a2abe
find_package(hip)
file(GLOB RTC_SOURCES CONFIGURE_DEPENDS src/*.cpp)
add_library(ck_rtc ${RTC_SOURCES})
target_include_directories(ck_rtc PUBLIC include)
target_link_libraries(ck_rtc PUBLIC hip::host)
target_link_libraries(ck_rtc PUBLIC -lstdc++fs)
codegen/test/rtc/include/rtc/compile_kernel.hpp
View file @ 223a2abe
......@@ -2,14 +2,14 @@
#define GUARD_HOST_TEST_RTC_INCLUDE_RTC_COMPILE_KERNEL
#include <rtc/kernel.hpp>
#include <ck/filesystem.hpp>
#include <rtc/filesystem.hpp>
#include <string>
namespace rtc {
struct src_file
{
CK::fs::path path;
fs::path path;
std::string_view content;
};
......
codegen/test/rtc/include/rtc/filesystem.hpp 0 → 100644
View file @ 223a2abe
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#ifndef GUARD_TEST_HOST_RTC_FILESYSTEM_HPP
#define GUARD_TEST_HOST_RTC_FILESYSTEM_HPP
#include <string>
#include <string_view>
// clang-format off
#if defined(CPPCHECK)
#define RTC_HAS_FILESYSTEM 1
#define RTC_HAS_FILESYSTEM_TS 1
#elif defined(_WIN32)
#if _MSC_VER >= 1920
#define RTC_HAS_FILESYSTEM 1
#define RTC_HAS_FILESYSTEM_TS 0
#elif _MSC_VER >= 1900
#define RTC_HAS_FILESYSTEM 0
#define RTC_HAS_FILESYSTEM_TS 1
#else
#define RTC_HAS_FILESYSTEM 0
#define RTC_HAS_FILESYSTEM_TS 0
#endif
#elif defined(__has_include)
#if __has_include(<filesystem>) && __cplusplus >= 201703L
#define RTC_HAS_FILESYSTEM 1
#else
#define RTC_HAS_FILESYSTEM 0
#endif
#if __has_include(<experimental/filesystem>) && __cplusplus >= 201103L
#define RTC_HAS_FILESYSTEM_TS 1
#else
#define RTC_HAS_FILESYSTEM_TS 0
#endif
#else
#define RTC_HAS_FILESYSTEM 0
#define RTC_HAS_FILESYSTEM_TS 0
#endif
// clang-format on
#if RTC_HAS_FILESYSTEM
#include <filesystem>
#elif RTC_HAS_FILESYSTEM_TS
#include <experimental/filesystem>
#else
#error "No filesystem include available"
#endif
namespace rtc {
#if RTC_HAS_FILESYSTEM
namespace fs = ::std::filesystem;
#elif RTC_HAS_FILESYSTEM_TS
namespace fs = ::std::experimental::filesystem;
#endif
} // namespace rtc
#endif // GUARD_RTC_FILESYSTEM_HPP_
codegen/test/rtc/include/rtc/tmp_dir.hpp
View file @ 223a2abe
......@@ -2,13 +2,13 @@
#define GUARD_HOST_TEST_RTC_INCLUDE_RTC_TMP_DIR
#include <string>
#include <ck/filesystem.hpp>
#include <rtc/filesystem.hpp>
namespace rtc {
struct tmp_dir
{
CK::fs::path path;
fs::path path;
tmp_dir(const std::string& prefix = "");
void execute(const std::string& cmd) const;
......
codegen/test/rtc/src/compile_kernel.cpp
View file @ 223a2abe
#include "rtc/hip.hpp"
#include <rtc/hip.hpp>
#include <rtc/compile_kernel.hpp>
#include <rtc/tmp_dir.hpp>
#include <stdexcept>
......@@ -70,9 +70,9 @@ kernel compile_kernel(const std::vector<src_file>& srcs, compile_options options
for(const auto& src : srcs)
{
CK::fs::path full_path = td.path / src.path;
CK::fs::path parent_path = full_path.parent_path();
CK::fs::create_directories(parent_path);
fs::path full_path = td.path / src.path;
fs::path parent_path = full_path.parent_path();
fs::create_directories(parent_path);
write_string(full_path.string(), src.content);
if(src.path.extension().string() == ".cpp")
{
......@@ -86,7 +86,7 @@ kernel compile_kernel(const std::vector<src_file>& srcs, compile_options options
td.execute(compiler() + options.flags);
auto out_path = td.path / out;
if(not CK::fs::exists(out_path))
if(not fs::exists(out_path))
throw std::runtime_error("Output file missing: " + out);
auto obj = read_buffer(out_path.string());
......
codegen/test/rtc/src/tmp_dir.cpp
View file @ 223a2abe
......@@ -31,10 +31,10 @@ std::string unique_string(const std::string& prefix)
}
tmp_dir::tmp_dir(const std::string& prefix)
: path(CK::fs::temp_directory_path() /
: path(fs::temp_directory_path() /
unique_string(prefix.empty() ? "ck-rtc" : "ck-rtc-" + prefix))
{
CK::fs::create_directories(this->path);
fs::create_directories(this->path);
}
void tmp_dir::execute(const std::string& cmd) const
......@@ -43,6 +43,6 @@ void tmp_dir::execute(const std::string& cmd) const
std::system(s.c_str());
}
tmp_dir::~tmp_dir() { CK::fs::remove_all(this->path); }
tmp_dir::~tmp_dir() { fs::remove_all(this->path); }
} // namespace rtc
example/ck_tile/03_gemm/gemm_basic.cpp
View file @ 223a2abe
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
......@@ -282,7 +281,11 @@ int main(int argc, char* argv[])
using CodegenPipelineProblem = ck_tile::
GemmPipelineProblem<ADataType, BDataType, AccDataType, CodegenGemmShape, CodegenGemmTraits>;
using CodegenGemmPipeline = ck_tile::GemmPipelineAGmemBGmemCRegV1<CodegenPipelineProblem>;
using CodegenGemmPolicy = ck_tile::
UniversalGemmPipelineAgBgCrPolicy<matrix_a_layout, matrix_b_layout, matrix_c_layout>;
using CodegenGemmPipeline =
ck_tile::GemmPipelineAGmemBGmemCRegV1<CodegenPipelineProblem, CodegenGemmPolicy>;
invoke_gemm<ck_tile::half_t,
matrix_a_layout,
......
include/ck_tile/core/config.hpp
View file @ 223a2abe
......@@ -157,8 +157,11 @@
#endif
#endif
// workaround for ROCm 6.2 and later
#ifndef CK_TILE_WORKAROUND_ROCM_6_2_SCRATCH_MEMORY_ISSUE
#if HIP_VERSION_MAJOR == 6 && HIP_VERSION_MINOR == 2 && HIP_VERSION_PATCH >= 41133
#if(HIP_VERSION_MAJOR == 6 && HIP_VERSION_MINOR == 2 && HIP_VERSION_PATCH >= 41133) || \
(HIP_VERSION_MAJOR == 6 && HIP_VERSION_MINOR == 3 && HIP_VERSION_PATCH >= 42131) || \
(HIP_VERSION_MAJOR == 6 && HIP_VERSION_MINOR > 3)
#define CK_TILE_WORKAROUND_ROCM_6_2_SCRATCH_MEMORY_ISSUE 1
#else
#define CK_TILE_WORKAROUND_ROCM_6_2_SCRATCH_MEMORY_ISSUE 0
......
include/ck_tile/ops/fmha/pipeline/block_fmha_bwd_dq_dk_dv_pipeline_kr_ktr_vr.hpp
View file @ 223a2abe
......@@ -178,13 +178,13 @@ struct BlockFmhaBwdDQDKDVPipelineKRKTRVR
k_lds_ptr, Policy::template MakeKLdsWriteBlockDescriptor<Problem>());
auto k_lds_write_window =
make_tile_window(k_lds, make_tuple(number<kN0>{}, number<kK0>{}), {0, 0});
make_tile_window(k_lds, make_tuple(number<kN0>{}, number<kQKHeaddim>{}), {0, 0});
auto k_lds_read_window =
make_tile_window(k_lds_write_window.get_bottom_tensor_view(),
make_tuple(number<kN0>{}, number<kK0>{}),
k_lds_write_window.get_window_origin(),
Policy::template MakeKRegSliceBlockDescriptor<Problem>());
Policy::template MakeKRegBlockDescriptor<Problem>());
auto k_reg_tensor = make_static_distributed_tensor<KDataType>(
Policy::template MakeKRegBlockDescriptor<Problem>());
......@@ -204,16 +204,13 @@ struct BlockFmhaBwdDQDKDVPipelineKRKTRVR
v_lds_ptr, Policy::template MakeVLdsWriteBlockDescriptor<Problem>());
auto v_lds_write_window =
make_tile_window(v_lds, make_tuple(number<kN0>{}, number<kK2>{}), {0, 0});
make_tile_window(v_lds, make_tuple(number<kN0>{}, number<kVHeaddim>{}), {0, 0});
auto v_lds_read_window =
make_tile_window(v_lds_write_window.get_bottom_tensor_view(),
make_tuple(number<kN0>{}, number<kK2>{}),
v_lds_write_window.get_window_origin(),
Policy::template MakeVRegSliceBlockDescriptor<Problem>());
auto v_reg_tensor = make_static_distributed_tensor<VDataType>(
Policy::template MakeVRegBlockDescriptor<Problem>());
Policy::template MakeVRegBlockDescriptor<Problem>());
//------------------------------------------------------------------
// KT, Reg ->LDS ->Reg
......@@ -227,7 +224,7 @@ struct BlockFmhaBwdDQDKDVPipelineKRKTRVR
kt_lds_ptr, Policy::template MakeShuffledKLdsWriteBlockDescriptor<Problem>());
auto shuffled_k_lds_write_window = make_tile_window(
shuffled_k_lds_write, make_tuple(number<kN0>{}, number<kK0>{}), {0, 0});
shuffled_k_lds_write, make_tuple(number<kN0>{}, number<kQKHeaddim>{}), {0, 0});
auto kt_lds_read = make_tensor_view<address_space_enum::lds>(
kt_lds_ptr, Policy::template MakeKTLdsReadBlockDescriptor<Problem>());
......@@ -257,7 +254,7 @@ struct BlockFmhaBwdDQDKDVPipelineKRKTRVR
block_sync_lds();
v_reg_tensor = load_tile(v_lds_read_window);
auto v_reg_tensor = load_tile(v_lds_read_window);
block_sync_lds();
//---------------------------- Loop Load in ----------------------------//
// Q: HBM ->Reg ->LDS
......@@ -276,7 +273,7 @@ struct BlockFmhaBwdDQDKDVPipelineKRKTRVR
q_lds_ptr, Policy::template MakeQLdsBlockDescriptor<Problem>());
auto q_lds_window =
make_tile_window(q_lds, make_tuple(number<kM0>{}, number<kK0>{}), {0, 0});
make_tile_window(q_lds, make_tuple(number<kM0>{}, number<kQKHeaddim>{}), {0, 0});
auto q_lds_read_window =
make_tile_window(q_lds_window.get_bottom_tensor_view(),
......@@ -297,7 +294,7 @@ struct BlockFmhaBwdDQDKDVPipelineKRKTRVR
qt_lds_ptr, Policy::template MakeShuffledQLdsWriteBlockDescriptor<Problem>());
auto shuffled_q_lds_write_window = make_tile_window(
shuffled_q_lds_write, make_tuple(number<kM0>{}, number<kK0>{}), {0, 0});
shuffled_q_lds_write, make_tuple(number<kM0>{}, number<kQKHeaddim>{}), {0, 0});
auto qt_lds_read = make_tensor_view<address_space_enum::lds>(
qt_lds_ptr, Policy::template MakeQTLdsReadBlockDescriptor<Problem>());
......@@ -322,7 +319,7 @@ struct BlockFmhaBwdDQDKDVPipelineKRKTRVR
do_lds_ptr, Policy::template MakeOGradLdsBlockDescriptor<Problem>());
auto do_lds_window =
make_tile_window(do_lds, make_tuple(number<kM0>{}, number<kK2>{}), {0, 0});
make_tile_window(do_lds, make_tuple(number<kM0>{}, number<kVHeaddim>{}), {0, 0});
auto do_lds_read_window =
make_tile_window(do_lds_window.get_bottom_tensor_view(),
......@@ -341,7 +338,7 @@ struct BlockFmhaBwdDQDKDVPipelineKRKTRVR
dot_lds_ptr, Policy::template MakeShuffledOGradLdsWriteBlockDescriptor<Problem>());
auto shuffled_do_lds_write_window = make_tile_window(
shuffled_do_lds_write, make_tuple(number<kM0>{}, number<kK2>{}), {0, 0});
shuffled_do_lds_write, make_tuple(number<kM0>{}, number<kVHeaddim>{}), {0, 0});
auto dot_read_lds = make_tensor_view<address_space_enum::lds>(
dot_lds_ptr, Policy::template MakeOGradTLdsReadBlockDescriptor<Problem>());
......@@ -483,9 +480,9 @@ struct BlockFmhaBwdDQDKDVPipelineKRKTRVR
index_t i_total_loops = 0;
index_t seqlen_q_step = seqlen_q_start;
static_assert(kQKHeaddim == kK0, "kQKHeaddim should equal to kK0");
static_assert(kQKHeaddim >= kK0, "kQKHeaddim should be equal or greater than kK0");
static_assert(kM0 == kK1, "kM0 should equal to kK1");
static_assert(kVHeaddim == kK2, "kVHeaddim should equal to kK2");
static_assert(kVHeaddim >= kK2, "kVHeaddim should be equal or greater than kK2");
static_assert(kM0 == kK3, "kM0 should equal to kK3");
constexpr index_t k4_loops = kN0 / kK4;
......
include/ck_tile/ops/fmha/pipeline/block_fmha_bwd_dq_dk_dv_pipeline_kr_ktr_vr_iglp.hpp
View file @ 223a2abe
......@@ -178,13 +178,13 @@ struct BlockFmhaBwdDQDKDVPipelineKRKTRVRIGLP
k_lds_ptr, Policy::template MakeKLdsWriteBlockDescriptor<Problem>());
auto k_lds_write_window =
make_tile_window(k_lds, make_tuple(number<kN0>{}, number<kK0>{}), {0, 0});
make_tile_window(k_lds, make_tuple(number<kN0>{}, number<kQKHeaddim>{}), {0, 0});
auto k_lds_read_window =
make_tile_window(k_lds_write_window.get_bottom_tensor_view(),
make_tuple(number<kN0>{}, number<kK0>{}),
k_lds_write_window.get_window_origin(),
Policy::template MakeKRegSliceBlockDescriptor<Problem>());
Policy::template MakeKRegBlockDescriptor<Problem>());
auto k_reg_tensor = make_static_distributed_tensor<KDataType>(
Policy::template MakeKRegBlockDescriptor<Problem>());
......@@ -204,16 +204,13 @@ struct BlockFmhaBwdDQDKDVPipelineKRKTRVRIGLP
v_lds_ptr, Policy::template MakeVLdsWriteBlockDescriptor<Problem>());
auto v_lds_write_window =
make_tile_window(v_lds, make_tuple(number<kN0>{}, number<kK2>{}), {0, 0});
make_tile_window(v_lds, make_tuple(number<kN0>{}, number<kVHeaddim>{}), {0, 0});
auto v_lds_read_window =
make_tile_window(v_lds_write_window.get_bottom_tensor_view(),
make_tuple(number<kN0>{}, number<kK2>{}),
v_lds_write_window.get_window_origin(),
Policy::template MakeVRegSliceBlockDescriptor<Problem>());
auto v_reg_tensor = make_static_distributed_tensor<VDataType>(
Policy::template MakeVRegBlockDescriptor<Problem>());
Policy::template MakeVRegBlockDescriptor<Problem>());
//------------------------------------------------------------------
// KT, Reg ->LDS ->Reg
......@@ -227,7 +224,7 @@ struct BlockFmhaBwdDQDKDVPipelineKRKTRVRIGLP
kt_lds_ptr, Policy::template MakeShuffledKLdsWriteBlockDescriptor<Problem>());
auto shuffled_k_lds_write_window = make_tile_window(
shuffled_k_lds_write, make_tuple(number<kN0>{}, number<kK0>{}), {0, 0});
shuffled_k_lds_write, make_tuple(number<kN0>{}, number<kQKHeaddim>{}), {0, 0});
auto kt_lds_read = make_tensor_view<address_space_enum::lds>(
kt_lds_ptr, Policy::template MakeKTLdsReadBlockDescriptor<Problem>());
......@@ -257,7 +254,7 @@ struct BlockFmhaBwdDQDKDVPipelineKRKTRVRIGLP
block_sync_lds();
v_reg_tensor = load_tile(v_lds_read_window);
auto v_reg_tensor = load_tile(v_lds_read_window);
//---------------------------- Loop Load in ----------------------------//
// Q: HBM ->Reg ->LDS
auto q_dram_window =
......@@ -275,7 +272,7 @@ struct BlockFmhaBwdDQDKDVPipelineKRKTRVRIGLP
q_lds_ptr, Policy::template MakeQLdsBlockDescriptor<Problem>());
auto q_lds_window =
make_tile_window(q_lds, make_tuple(number<kM0>{}, number<kK0>{}), {0, 0});
make_tile_window(q_lds, make_tuple(number<kM0>{}, number<kQKHeaddim>{}), {0, 0});
auto q_lds_read_window =
make_tile_window(q_lds_window.get_bottom_tensor_view(),
......@@ -296,7 +293,7 @@ struct BlockFmhaBwdDQDKDVPipelineKRKTRVRIGLP
qt_lds_ptr, Policy::template MakeShuffledQLdsWriteBlockDescriptor<Problem>());
auto shuffled_q_lds_write_window = make_tile_window(
shuffled_q_lds_write, make_tuple(number<kM0>{}, number<kK0>{}), {0, 0});
shuffled_q_lds_write, make_tuple(number<kM0>{}, number<kQKHeaddim>{}), {0, 0});
auto qt_lds_read = make_tensor_view<address_space_enum::lds>(
qt_lds_ptr, Policy::template MakeQTLdsReadBlockDescriptor<Problem>());
......@@ -321,7 +318,7 @@ struct BlockFmhaBwdDQDKDVPipelineKRKTRVRIGLP
do_lds_ptr, Policy::template MakeOGradLdsBlockDescriptor<Problem>());
auto do_lds_window =
make_tile_window(do_lds, make_tuple(number<kM0>{}, number<kK2>{}), {0, 0});
make_tile_window(do_lds, make_tuple(number<kM0>{}, number<kVHeaddim>{}), {0, 0});
auto do_lds_read_window =
make_tile_window(do_lds_window.get_bottom_tensor_view(),
......@@ -340,7 +337,7 @@ struct BlockFmhaBwdDQDKDVPipelineKRKTRVRIGLP
dot_lds_ptr, Policy::template MakeShuffledOGradLdsWriteBlockDescriptor<Problem>());
auto shuffled_do_lds_write_window = make_tile_window(
shuffled_do_lds_write, make_tuple(number<kM0>{}, number<kK2>{}), {0, 0});
shuffled_do_lds_write, make_tuple(number<kM0>{}, number<kVHeaddim>{}), {0, 0});
auto dot_read_lds = make_tensor_view<address_space_enum::lds>(
dot_lds_ptr, Policy::template MakeOGradTLdsReadBlockDescriptor<Problem>());
......@@ -482,9 +479,9 @@ struct BlockFmhaBwdDQDKDVPipelineKRKTRVRIGLP
index_t i_total_loops = 0;
index_t seqlen_q_step = seqlen_q_start;
static_assert(kQKHeaddim == kK0, "kQKHeaddim should equal to kK0");
static_assert(kQKHeaddim >= kK0, "kQKHeaddim should be equal or greater than kK0");
static_assert(kM0 == kK1, "kM0 should equal to kK1");
static_assert(kVHeaddim == kK2, "kVHeaddim should equal to kK2");
static_assert(kVHeaddim >= kK2, "kVHeaddim should be equal or greater than kK2");
static_assert(kM0 == kK3, "kM0 should equal to kK3");
constexpr index_t k4_loops = kN0 / kK4;
......
include/ck_tile/ops/fmha/pipeline/block_fmha_bwd_pipeline_default_policy.hpp
View file @ 223a2abe
......@@ -196,7 +196,7 @@ struct BlockFmhaBwdPipelineDefaultPolicy
using QDataType = remove_cvref_t<typename Problem::QDataType>;
constexpr index_t kBlockSize = Problem::kBlockSize;
constexpr index_t kMNPerBlock = Problem::BlockFmhaShape::kM0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kQKHeaddim;
constexpr index_t kMaxVecLoad = 16 / sizeof(QDataType);
constexpr index_t kMinVecLoad = 4 / sizeof(QDataType);
......@@ -215,7 +215,7 @@ struct BlockFmhaBwdPipelineDefaultPolicy
using KDataType = remove_cvref_t<typename Problem::KDataType>;
constexpr index_t kBlockSize = Problem::kBlockSize;
constexpr index_t kMNPerBlock = Problem::BlockFmhaShape::kN0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kQKHeaddim;
constexpr index_t kMaxVecLoad = 16 / sizeof(KDataType);
constexpr index_t kMinVecLoad = 4 / sizeof(KDataType);
......@@ -234,7 +234,7 @@ struct BlockFmhaBwdPipelineDefaultPolicy
using VDataType = remove_cvref_t<typename Problem::VDataType>;
constexpr index_t kBlockSize = Problem::kBlockSize;
constexpr index_t kMNPerBlock = Problem::BlockFmhaShape::kN0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK2;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kVHeaddim;
constexpr index_t kMaxVecLoad = 16 / sizeof(VDataType);
constexpr index_t total_pixels = kMNPerBlock * kKPerBlock / kBlockSize;
......@@ -254,7 +254,7 @@ struct BlockFmhaBwdPipelineDefaultPolicy
using OGradDataType = remove_cvref_t<typename Problem::OGradDataType>;
constexpr index_t kBlockSize = Problem::kBlockSize;
constexpr index_t kMNPerBlock = Problem::BlockFmhaShape::kM0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK2;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kVHeaddim;
constexpr index_t kMaxVecLoad = 16 / sizeof(OGradDataType);
constexpr index_t kMinVecLoad = 4 / sizeof(OGradDataType);
......@@ -315,7 +315,7 @@ struct BlockFmhaBwdPipelineDefaultPolicy
{
constexpr index_t kBlockSize = Problem::kBlockSize;
constexpr index_t kNPerBlock = Problem::BlockFmhaShape::kM0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kQKHeaddim;
constexpr index_t total_pixels = kNPerBlock * kKPerBlock / kBlockSize;
......@@ -327,7 +327,7 @@ struct BlockFmhaBwdPipelineDefaultPolicy
{
constexpr index_t kBlockSize = Problem::kBlockSize;
constexpr index_t kNPerBlock = Problem::BlockFmhaShape::kN0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kQKHeaddim;
constexpr index_t total_pixels = kNPerBlock * kKPerBlock / kBlockSize;
return total_pixels / GetAlignmentK<Problem>();
......@@ -338,7 +338,7 @@ struct BlockFmhaBwdPipelineDefaultPolicy
{
constexpr index_t kBlockSize = Problem::kBlockSize;
constexpr index_t kNPerBlock = Problem::BlockFmhaShape::kM0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK2;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kVHeaddim;
constexpr index_t total_pixels = kNPerBlock * kKPerBlock / kBlockSize;
......@@ -376,7 +376,7 @@ struct BlockFmhaBwdPipelineDefaultPolicy
constexpr index_t kBlockSize = Problem::kBlockSize;
constexpr index_t kNPerBlock = Problem::BlockFmhaShape::kN0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kQKHeaddim;
constexpr index_t K1 = GetAlignmentK<Problem>();
constexpr index_t K0 = kKPerBlock / K1;
......@@ -399,7 +399,7 @@ struct BlockFmhaBwdPipelineDefaultPolicy
constexpr index_t kBlockSize = Problem::kBlockSize;
constexpr index_t kNPerBlock = Problem::BlockFmhaShape::kN0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK2;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kVHeaddim;
constexpr index_t K1 = GetAlignmentV<Problem>();
constexpr index_t K0 = kKPerBlock / K1;
......@@ -422,7 +422,7 @@ struct BlockFmhaBwdPipelineDefaultPolicy
constexpr index_t kBlockSize = Problem::kBlockSize;
constexpr index_t kMPerBlock = Problem::BlockFmhaShape::kM0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kQKHeaddim;
constexpr index_t K1 = GetAlignmentQ<Problem>();
constexpr index_t K0 = kKPerBlock / K1;
......@@ -445,7 +445,7 @@ struct BlockFmhaBwdPipelineDefaultPolicy
constexpr index_t kBlockSize = Problem::kBlockSize;
constexpr index_t kMPerBlock = Problem::BlockFmhaShape::kM0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK2;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kVHeaddim;
constexpr index_t K1 = GetAlignmentOGrad<Problem>();
constexpr index_t K0 = kKPerBlock / K1;
......@@ -816,44 +816,12 @@ struct BlockFmhaBwdPipelineDefaultPolicy
CK_TILE_HOST_DEVICE static constexpr auto MakeKLdsWriteBlockDescriptor()
{
constexpr index_t kNPerBlock = Problem::BlockFmhaShape::kN0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kQKHeaddim;
constexpr index_t kKPack = GetSmemKPackK<Problem>();
return MakeXLdsBlockDescriptor<kNPerBlock, kKPerBlock, kKPack>();
}
template <typename Problem>
CK_TILE_HOST_DEVICE static constexpr auto MakeKRegSliceBlockDescriptor()
{
using BlockGemm = remove_cvref_t<decltype(GetQKBlockGemm<Problem>())>;
constexpr auto config = BlockGemm::Policy::template GetWarpGemmMWarpNWarp<Problem>();
using WarpGemm = remove_cvref_t<decltype(config.template at<0>())>;
constexpr index_t MWarp = Problem::BlockFmhaShape::Gemm0BlockWarps::at(number<0>{});
constexpr index_t NWarp = Problem::BlockFmhaShape::Gemm0BlockWarps::at(number<1>{});
constexpr index_t kNPerBlock = Problem::BlockFmhaShape::kN0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK0;
constexpr index_t NIterPerWarp = kNPerBlock / (NWarp * WarpGemm::kN);
constexpr index_t KIterPerWarp = kKPerBlock / WarpGemm::kK;
constexpr auto k_block_outer_dstr_encoding =
tile_distribution_encoding<sequence<MWarp>,
tuple<sequence<NIterPerWarp, NWarp>, sequence<KIterPerWarp>>,
tuple<sequence<0, 1>>,
tuple<sequence<0, 1>>,
sequence<1, 2>,
sequence<0, 0>>{};
constexpr auto k_block_dstr_encode = detail::make_embed_tile_distribution_encoding(
k_block_outer_dstr_encoding, typename WarpGemm::BWarpDstrEncoding{});
constexpr auto k_block_dstr = make_static_tile_distribution(k_block_dstr_encode);
return k_block_dstr;
}
template <typename Problem>
CK_TILE_HOST_DEVICE static constexpr auto MakeKRegBlockDescriptor()
{
......@@ -865,7 +833,7 @@ struct BlockFmhaBwdPipelineDefaultPolicy
constexpr index_t NWarp = Problem::BlockFmhaShape::Gemm0BlockWarps::at(number<1>{});
constexpr index_t kNPerBlock = Problem::BlockFmhaShape::kN0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kQKHeaddim;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK0;
constexpr index_t NIterPerWarp = kNPerBlock / (NWarp * WarpGemm::kN);
constexpr index_t KIterPerWarp = kKPerBlock / WarpGemm::kK;
......@@ -890,45 +858,13 @@ struct BlockFmhaBwdPipelineDefaultPolicy
CK_TILE_HOST_DEVICE static constexpr auto MakeVLdsWriteBlockDescriptor()
{
constexpr index_t kNPerBlock = Problem::BlockFmhaShape::kN0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK2;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kVHeaddim;
constexpr index_t kVPack = GetSmemKPackV<Problem>();
return MakeXLdsBlockDescriptor<kNPerBlock, kKPerBlock, kVPack>();
}
template <typename Problem>
CK_TILE_HOST_DEVICE static constexpr auto MakeVRegSliceBlockDescriptor()
{
using BlockGemm = remove_cvref_t<decltype(GetOGradVBlockGemm<Problem>())>;
constexpr auto config = BlockGemm::Policy::template GetWarpGemmMWarpNWarp<Problem>();
using WarpGemm = remove_cvref_t<decltype(config.template at<0>())>;
constexpr index_t MWarp = Problem::BlockFmhaShape::Gemm2BlockWarps::at(number<0>{});
constexpr index_t NWarp = Problem::BlockFmhaShape::Gemm2BlockWarps::at(number<1>{});
constexpr index_t kNPerBlock = Problem::BlockFmhaShape::kN0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK2;
constexpr index_t NIterPerWarp = kNPerBlock / (NWarp * WarpGemm::kN);
constexpr index_t KIterPerWarp = kKPerBlock / WarpGemm::kK;
constexpr auto v_block_outer_dstr_encoding =
tile_distribution_encoding<sequence<MWarp>,
tuple<sequence<NIterPerWarp, NWarp>, sequence<KIterPerWarp>>,
tuple<sequence<0, 1>>,
tuple<sequence<0, 1>>,
sequence<1, 2>,
sequence<0, 0>>{};
constexpr auto v_block_dstr_encode = detail::make_embed_tile_distribution_encoding(
v_block_outer_dstr_encoding, typename WarpGemm::BWarpDstrEncoding{});
constexpr auto v_block_dstr = make_static_tile_distribution(v_block_dstr_encode);
return v_block_dstr;
}
template <typename Problem>
CK_TILE_HOST_DEVICE static constexpr auto MakeVRegBlockDescriptor()
{
......@@ -940,7 +876,7 @@ struct BlockFmhaBwdPipelineDefaultPolicy
constexpr index_t NWarp = Problem::BlockFmhaShape::Gemm2BlockWarps::at(number<1>{});
constexpr index_t kNPerBlock = Problem::BlockFmhaShape::kN0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kVHeaddim;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK2;
constexpr index_t NIterPerWarp = kNPerBlock / (NWarp * WarpGemm::kN);
constexpr index_t KIterPerWarp = kKPerBlock / WarpGemm::kK;
......@@ -966,7 +902,7 @@ struct BlockFmhaBwdPipelineDefaultPolicy
{
constexpr index_t kBlockSize = Problem::kBlockSize;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kQKHeaddim;
constexpr index_t K1 = GetAlignmentK<Problem>();
constexpr index_t K0 = kKPerBlock / K1;
......@@ -1048,7 +984,7 @@ struct BlockFmhaBwdPipelineDefaultPolicy
CK_TILE_HOST_DEVICE static constexpr auto MakeQLdsBlockDescriptor()
{
constexpr index_t kMPerBlock = Problem::BlockFmhaShape::kM0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kQKHeaddim;
constexpr index_t kKPack = GetSmemKPackQ<Problem>();
......@@ -1092,7 +1028,7 @@ struct BlockFmhaBwdPipelineDefaultPolicy
{
constexpr index_t kBlockSize = Problem::kBlockSize;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kQKHeaddim;
constexpr index_t K1 = GetAlignmentQ<Problem>();
constexpr index_t K0 = kKPerBlock / K1;
......@@ -1255,7 +1191,7 @@ struct BlockFmhaBwdPipelineDefaultPolicy
{
// Hold full block data
constexpr index_t kMPerBlock = Problem::BlockFmhaShape::kM0;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK2;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kVHeaddim;
constexpr index_t kKPack = GetSmemKPackOGrad<Problem>();
......@@ -1299,7 +1235,7 @@ struct BlockFmhaBwdPipelineDefaultPolicy
{
constexpr index_t kBlockSize = Problem::kBlockSize;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kK2;
constexpr index_t kKPerBlock = Problem::BlockFmhaShape::kVHeaddim;
constexpr index_t K1 = GetAlignmentOGrad<Problem>();
constexpr index_t K0 = kKPerBlock / K1;
......@@ -1859,6 +1795,8 @@ struct BlockFmhaBwdPipelineDefaultPolicy
static constexpr index_t kN0 = Problem::BlockFmhaShape::kN0;
static constexpr index_t kQKHeaddim = Problem::BlockFmhaShape::kQKHeaddim;
static constexpr index_t kVHeaddim = Problem::BlockFmhaShape::kVHeaddim;
static constexpr index_t kK0 = Problem::BlockFmhaShape::kK0;
static constexpr index_t kK2 = Problem::BlockFmhaShape::kK2;
static constexpr index_t kK4 = Problem::BlockFmhaShape::kK4;
static constexpr index_t WarpGemmM =
......@@ -1873,14 +1811,12 @@ struct BlockFmhaBwdPipelineDefaultPolicy
// Compute
static constexpr index_t Gemm0MFMA =
kM0 * kN0 * kQKHeaddim /
(kBlockSize / get_warp_size() * WarpGemmM * WarpGemmN * WarpGemmK);
kM0 * kN0 * kK0 / (kBlockSize / get_warp_size() * WarpGemmM * WarpGemmN * WarpGemmK);
static constexpr index_t Gemm1MFMA =
kM0 * kN0 * kVHeaddim /
(kBlockSize / get_warp_size() * WarpGemmM * WarpGemmN * WarpGemmK);
static constexpr index_t Gemm2MFMA =
kN0 * kVHeaddim * kM0 /
(kBlockSize / get_warp_size() * WarpGemmM * WarpGemmN * WarpGemmK);
static constexpr index_t Gemm2MFMA =
kM0 * kN0 * kK2 / (kBlockSize / get_warp_size() * WarpGemmM * WarpGemmN * WarpGemmK);
static constexpr index_t Gemm3MFMA =
kN0 * kQKHeaddim * kM0 /
(kBlockSize / get_warp_size() * WarpGemmM * WarpGemmN * WarpGemmK);
......@@ -1903,13 +1839,12 @@ struct BlockFmhaBwdPipelineDefaultPolicy
kM0 * kQKHeaddim / get_warp_size() / GetTransposedAlignmentQ<Problem>();
static constexpr index_t SGradT_LDS_READ_P1 =
kM0 * kK4 / (get_warp_size() * Gemm4MWarp) / GetSmemKPackSGrad<Problem>();
static constexpr index_t Q_LDS_READ =
kM0 * kQKHeaddim / kBlockSize / GetAlignmentQ<Problem>();
static constexpr index_t Q_LDS_READ = kM0 * kK0 / kBlockSize / GetAlignmentQ<Problem>();
static constexpr index_t LSE_LDS_READ = WarpGemmM == 16 ? kM0 / (4 * 4) : kM0 / (2 * 4);
static constexpr index_t SGradT_LDS_READ_P2 =
kM0 * (kN0 - kK4) / (get_warp_size() * Gemm4MWarp) / GetSmemKPackSGrad<Problem>();
static constexpr index_t OGrad_LDS_READ =
kM0 * kVHeaddim / kBlockSize / GetAlignmentOGrad<Problem>();
kM0 * kK2 / kBlockSize / GetAlignmentOGrad<Problem>();
static constexpr index_t D_LDS_READ = WarpGemmM == 16 ? kM0 / (4 * 4) : kM0 / (2 * 4);
// LDS Write
......
include/ck_tile/ops/gemm.hpp
View file @ 223a2abe
......@@ -23,6 +23,7 @@
#include "ck_tile/ops/gemm/block/block_gemm_problem.hpp"
#include "ck_tile/ops/gemm/kernel/gemm_kernel.hpp"
#include "ck_tile/ops/gemm/kernel/gemm_tile_partitioner.hpp"
#include "ck_tile/ops/gemm/pipeline/gemm_universal_pipeline_ag_bg_cr_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"
......
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