Codegen build w/CK (#1428)

* initial push

* cleaned up compiler errors

* removed commented code

* build codegen folder only for gfx9 targets

* remove separate stage for codegen tests from CI

* removed commented code from CMake

---------

Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>
Co-authored-by: illsilin <Illia.Silin@amd.com>
This commit is contained in:
arai713
2024-08-09 08:15:06 -07:00
committed by GitHub
parent 5ff8eeebf9
commit da214a5a58
14 changed files with 34 additions and 89 deletions

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@@ -1,6 +1,3 @@
cmake_minimum_required(VERSION 3.16)
project(composable_kernel_host LANGUAGES CXX HIP)
set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
set(CMAKE_LIBRARY_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR}/lib)
@@ -8,17 +5,9 @@ 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}/..)
find_package(ROCM)
include(ROCMInstallTargets)
include(ROCMTest)
add_compile_options(-std=c++17)
find_package(hip)
## HIP
set(CMAKE_HIP_PLATFORM amd)
set(CMAKE_HIP_COMPILER ${CMAKE_CXX_COMPILER})
set(CMAKE_HIP_EXTENSIONS ON)
message("CMAKE_HIP_COMPILER: ${CMAKE_HIP_COMPILER}")
add_custom_target(codegen)
# add include directories
include_directories(BEFORE
@@ -32,8 +21,9 @@ list(APPEND CMAKE_MODULE_PATH ${CK_ROOT}/cmake)
include(Embed)
file(GLOB_RECURSE KERNEL_FILES CONFIGURE_DEPENDS
${CK_ROOT}/include/ck/*.hpp)
message(STATUS "KERNEL_FILES: ${KERNEL_FILES}")
message(STATUS "RELATIVE: ${CK_ROOT}/include")
#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)

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@@ -76,8 +76,11 @@ std::string SequenceStr(const std::vector<int>& v);
std::string MakeTuple(const std::vector<std::string>& v);
#pragma clang diagnostic push
#pragma clang diagnostic ignored "-Wglobal-constructors"
template <int... xs>
const std::string S = SequenceStr({xs...});
#pragma clang diagnostic pop
constexpr const char* PassThrough = "ck::tensor_operation::element_wise::PassThrough";
constexpr const char* Bilinear = "ck::tensor_operation::element_wise::Bilinear";

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@@ -3,6 +3,7 @@
#include "ck/host/device_gemm_multiple_d/operation.hpp"
#include "ck/host/stringutils.hpp"
#include "ck/host/types.hpp"
#include "ck/host/utils.hpp"
#include <cassert>
@@ -32,11 +33,11 @@ static std::string GetGemmSpec(const std::size_t m,
}
// function to update prologue/epilogue with user provided operation
void Operation_Xdl_CShuffle::update_prologue(const std::string& prologue)
void Operation_Xdl_CShuffle::update_prologue(const std::string& pro)
{
if(!prologue.empty())
if(!pro.empty())
{
this->prologue = prologue;
this->prologue = pro;
this->cde_elem_op = "CDEElementOp";
}
else
@@ -45,11 +46,11 @@ void Operation_Xdl_CShuffle::update_prologue(const std::string& prologue)
}
}
void Operation_Xdl_CShuffle::update_epilogue(const std::string& epilogue)
void Operation_Xdl_CShuffle::update_epilogue(const std::string& epi)
{
if(!epilogue.empty())
if(!epi.empty())
{
this->epilogue = epilogue;
this->epilogue = epi;
this->cde_elem_op = "CDEElementOp";
}
else

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@@ -4,6 +4,7 @@
#include "ck/host/device_grouped_conv_fwd_multiple_d/conv_fwd_op.hpp"
#include <iostream>
#include "ck/host/stringutils.hpp"
#include "ck/host/types.hpp"
#include "ck/host/utils.hpp"
#include <cassert>
@@ -11,34 +12,15 @@ namespace ck {
namespace host {
namespace conv {
// calculate appropriate Gemm Specification based on input tensor dimensions
// NOTE: in CK, MNKPadding is always used for forward convolution
static std::string GetGemmSpec(const std::size_t m,
const std::size_t n,
const std::size_t k,
const std::size_t m_per_block,
const std::size_t n_per_block,
const std::size_t k_per_block)
{
std::string spec = "";
if(integer_divide_ceil(m, m_per_block) * m_per_block - m != 0)
spec += "M";
if(integer_divide_ceil(n, n_per_block) * n_per_block - n != 0)
spec += "N";
if(integer_divide_ceil(k, k_per_block) * k_per_block - k != 0)
spec += "K";
if(spec == "")
return "ck::tensor_operation::device::GemmSpecialization::Default";
return "ck::tensor_operation::device::GemmSpecialization::" + spec + "Padding";
}
// NOTE: in CK, MNKPadding is always used for forward convolution, so didn't
// add GemmSpec function here
// function to update prologue/epilogue with user provided operation
void Operation_Conv_Fwd_Xdl_Cshuffle::update_prologue(const std::string& prologue)
void Operation_Conv_Fwd_Xdl_Cshuffle::update_prologue(const std::string& pro)
{
if(!prologue.empty())
if(!pro.empty())
{
this->prologue = prologue;
this->prologue = pro;
this->cde_elem_op = "CDEElementOp";
}
else
@@ -47,11 +29,11 @@ void Operation_Conv_Fwd_Xdl_Cshuffle::update_prologue(const std::string& prologu
}
}
void Operation_Conv_Fwd_Xdl_Cshuffle::update_epilogue(const std::string& epilogue)
void Operation_Conv_Fwd_Xdl_Cshuffle::update_epilogue(const std::string& epi)
{
if(!epilogue.empty())
if(!epi.empty())
{
this->epilogue = epilogue;
this->epilogue = epi;
this->cde_elem_op = "CDEElementOp";
}
else

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@@ -4,7 +4,10 @@
namespace ck {
namespace host {
#pragma clang diagnostic push
#pragma clang diagnostic ignored "-Wglobal-constructors"
const std::string config_header = "";
#pragma clang diagnostic pop
std::unordered_map<std::string_view, std::string_view> GetHeaders()
{

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@@ -4,7 +4,9 @@ file(GLOB TEST_SRCS CONFIGURE_DEPENDS *.cpp)
foreach(TEST_SRC ${TEST_SRCS})
set_source_files_properties(${TEST_SRC} PROPERTIES LANGUAGE HIP)
get_filename_component(BASE_NAME ${TEST_SRC} NAME_WE)
rocm_add_test_executable(test_host_${BASE_NAME} ${TEST_SRC})
add_executable(test_host_${BASE_NAME} ${TEST_SRC})
add_dependencies(codegen test_host_${BASE_NAME})
add_test(NAME codegen_test_${BASE_NAME} COMMAND test_host_${BASE_NAME})
target_link_libraries(test_host_${BASE_NAME} ck_rtc ck_host)
# target_link_libraries(test_host_${BASE_NAME} ${CK_ROOT}/build/lib/libutility.a)
target_include_directories(test_host_${BASE_NAME} PUBLIC include())

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@@ -92,7 +92,6 @@ struct Epilogue
static_cast<int>(prob.C),
static_cast<int>(prob.Y),
static_cast<int>(prob.X)};
ck::Array<ck::index_t, 5> d_lengths = {};
ck::Array<ck::index_t, 5> in_strides{static_cast<int>(prob.C),
static_cast<int>(prob.Hi * prob.Wi * prob.G * prob.C),
@@ -109,7 +108,6 @@ struct Epilogue
1,
static_cast<int>(prob.X * prob.C),
static_cast<int>(prob.C)};
ck::Array<ck::index_t, 5> d_strides = {};
ck::Array<ck::index_t, 2> conv_filter_strides = {2, 2};
ck::Array<ck::index_t, 2> conv_filter_dilations = {1, 1};

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@@ -92,7 +92,6 @@ struct Epilogue
static_cast<int>(prob.C),
static_cast<int>(prob.Y),
static_cast<int>(prob.X)};
ck::Array<ck::index_t, 5> d_lengths = {};
ck::Array<ck::index_t, 5> in_strides{static_cast<int>(prob.C),
static_cast<int>(prob.Hi * prob.Wi * prob.G * prob.C),
@@ -109,7 +108,6 @@ struct Epilogue
1,
static_cast<int>(prob.X * prob.C),
static_cast<int>(prob.C)};
ck::Array<ck::index_t, 5> d_strides = {};
ck::Array<ck::index_t, 2> conv_filter_strides = {1, 1};
ck::Array<ck::index_t, 2> conv_filter_dilations = {1, 1};

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@@ -92,7 +92,6 @@ struct Epilogue
static_cast<int>(prob.C),
static_cast<int>(prob.Y),
static_cast<int>(prob.X)};
ck::Array<ck::index_t, 5> d_lengths = {};
ck::Array<ck::index_t, 5> in_strides{static_cast<int>(prob.C),
static_cast<int>(prob.Hi * prob.Wi * prob.G * prob.C),
@@ -109,7 +108,6 @@ struct Epilogue
1,
static_cast<int>(prob.X * prob.C),
static_cast<int>(prob.C)};
ck::Array<ck::index_t, 5> d_strides = {};
ck::Array<ck::index_t, 2> conv_filter_strides = {2, 2};
ck::Array<ck::index_t, 2> conv_filter_dilations = {1, 1};

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@@ -92,7 +92,6 @@ struct Epilogue
static_cast<int>(prob.C),
static_cast<int>(prob.Y),
static_cast<int>(prob.X)};
ck::Array<ck::index_t, 5> d_lengths = {};
ck::Array<ck::index_t, 5> in_strides{static_cast<int>(prob.C),
static_cast<int>(prob.Hi * prob.Wi * prob.G * prob.C),
@@ -109,7 +108,6 @@ struct Epilogue
1,
static_cast<int>(prob.X * prob.C),
static_cast<int>(prob.C)};
ck::Array<ck::index_t, 5> d_strides = {};
ck::Array<ck::index_t, 2> conv_filter_strides = {1, 1};
ck::Array<ck::index_t, 2> conv_filter_dilations = {1, 1};

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@@ -118,4 +118,4 @@ void kernel::launch(hipStream_t stream,
launch_kernel(impl->fun, stream, global, local, kernargs.data(), size);
}
} // namespace rtc
} // namespace rtc

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@@ -45,4 +45,4 @@ void tmp_dir::execute(const std::string& cmd) const
tmp_dir::~tmp_dir() { std::filesystem::remove_all(this->path); }
} // namespace rtc
} // namespace rtc