Files
composable_kernel/codegen/test/rtc/src/compile_kernel.cpp
arai713 fd06ed926c MIGraphX hipRTC fix (#1923)
* fixed hiprtc compilation issues from new additions, removed clashing mixed precision functionality from codegen(ignore the whole file)

* fixed device op error: misplaced header guard

* restrict virtual function use in device_gemm_multiple_d file for codegen hiprtc compilation

* add CK_CODE_GEN_RTC flag for compilation, since this flag has wider coverage for hiprtc compilation

* fixed conditional error in amd_ck_fp8.hpp

* Add MaskOutUpperTriangle as a problem parameter to
BatchedGemmSoftmaxGemm and disable tests with
MaskOutUpperTriangle==True.

Signed-off-by: Mirza Halilcevic <mirza.halilcevic@amd.com>

---------

Signed-off-by: Mirza Halilcevic <mirza.halilcevic@amd.com>
Co-authored-by: Mirza Halilcevic <mirza.halilcevic@amd.com>
2025-03-03 07:55:05 -08:00

303 lines
8.8 KiB
C++

// SPDX-License-Identifier: MIT
// Copyright (c) 2024-2025, Advanced Micro Devices, Inc. All rights reserved.
#include <rtc/hip.hpp>
#include <rtc/compile_kernel.hpp>
#ifdef HIPRTC_FOR_CODEGEN_TESTS
#include <hip/hiprtc.h>
#include <rtc/manage_ptr.hpp>
#endif
#include <rtc/tmp_dir.hpp>
#include <algorithm>
#include <cassert>
#include <deque>
#include <fstream>
#include <iostream>
#include <numeric>
#include <stdexcept>
namespace rtc {
bool EndsWith(const std::string& value, const std::string& suffix)
{
if(suffix.size() > value.size())
return false;
else
return std::equal(suffix.rbegin(), suffix.rend(), value.rbegin());
}
std::vector<std::string> SplitString(const std::string& s, char delim)
{
std::vector<std::string> elems;
std::stringstream ss(s + delim);
std::string item;
while(std::getline(ss, item, delim))
{
elems.push_back(item);
}
return elems;
}
template <class T>
T generic_read_file(const std::string& filename, size_t offset = 0, size_t nbytes = 0)
{
std::ifstream is(filename, std::ios::binary | std::ios::ate);
if(nbytes == 0)
{
// if there is a non-zero offset and nbytes is not set,
// calculate size of remaining bytes to read
nbytes = is.tellg();
if(offset > nbytes)
throw std::runtime_error("offset is larger than file size");
nbytes -= offset;
}
if(nbytes < 1)
throw std::runtime_error("Invalid size for: " + filename);
is.seekg(offset, std::ios::beg);
T buffer(nbytes, 0);
if(not is.read(&buffer[0], nbytes))
throw std::runtime_error("Error reading file: " + filename);
return buffer;
}
std::vector<char> read_buffer(const std::string& filename, size_t offset = 0, size_t nbytes = 0)
{
return generic_read_file<std::vector<char>>(filename, offset, nbytes);
}
std::string read_string(const std::string& filename)
{
return generic_read_file<std::string>(filename);
}
void write_buffer(const std::string& filename, const char* buffer, std::size_t size)
{
std::ofstream os(filename);
os.write(buffer, size);
}
void write_buffer(const std::string& filename, const std::vector<char>& buffer)
{
write_buffer(filename, buffer.data(), buffer.size());
}
void write_string(const std::string& filename, const std::string_view& buffer)
{
write_buffer(filename, buffer.data(), buffer.size());
}
std::string compiler() { return "/opt/rocm/llvm/bin/clang++ -x hip --cuda-device-only"; }
// TODO: undo after extracting the codeobj
// std::string compiler() { return "/opt/rocm/llvm/bin/clang++ -x hip"; }
kernel clang_compile_kernel(const std::vector<src_file>& srcs, compile_options options)
{
assert(not srcs.empty());
tmp_dir td{"compile"};
options.flags += " -I. -O3";
options.flags += " -std=c++17";
options.flags += " --offload-arch=" + get_device_name();
std::string out;
for(const auto& src : srcs)
{
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")
{
options.flags += " -c " + src.path.filename().string();
if(out.empty())
out = src.path.stem().string() + ".o";
}
}
options.flags += " -o " + out;
td.execute(compiler() + options.flags);
auto out_path = td.path / out;
if(not fs::exists(out_path))
throw std::runtime_error("Output file missing: " + out);
auto obj = read_buffer(out_path.string());
std::ofstream ofh("obj.o", std::ios::binary);
for(auto i : obj)
ofh << i;
ofh.close();
// int s = std::system(("/usr/bin/cp " + out_path.string() + " codeobj.bin").c_str());
// assert(s == 0);
return kernel{obj.data(), options.kernel_name};
}
#ifdef HIPRTC_FOR_CODEGEN_TESTS
std::string hiprtc_error(hiprtcResult err, const std::string& msg)
{
return "hiprtc: " + (hiprtcGetErrorString(err) + (": " + msg));
}
void hiprtc_check_error(hiprtcResult err, const std::string& msg = "")
{
if(err != HIPRTC_SUCCESS)
throw std::runtime_error(hiprtc_error(err, msg));
}
struct hiprtc_src_file
{
hiprtc_src_file() = default;
hiprtc_src_file(const src_file& s) : path(s.path.string()), content(s.content) {}
std::string path;
std::string content;
};
void hiprtc_program_destroy(hiprtcProgram prog) { hiprtcDestroyProgram(&prog); }
using hiprtc_program_ptr = RTC_MANAGE_PTR(hiprtcProgram, hiprtc_program_destroy);
template <class... Ts>
hiprtc_program_ptr hiprtc_program_create(Ts... xs)
{
hiprtcProgram prog = nullptr;
auto result = hiprtcCreateProgram(&prog, xs...);
hiprtc_program_ptr p{prog};
hiprtc_check_error(result, "Create program failed.");
return p;
}
struct hiprtc_program
{
struct string_array
{
std::deque<std::string> strings{};
std::vector<const char*> c_strs{};
string_array() {}
string_array(const string_array&) = delete;
std::size_t size() const { return strings.size(); }
const char** data() { return c_strs.data(); }
void push_back(std::string s)
{
strings.push_back(std::move(s));
c_strs.push_back(strings.back().c_str());
}
};
hiprtc_program_ptr prog = nullptr;
string_array headers{};
string_array include_names{};
std::string cpp_src = "";
std::string cpp_name = "";
hiprtc_program(const std::string& src, const std::string& name = "main.cpp")
: cpp_src(src), cpp_name(name)
{
create_program();
}
hiprtc_program(std::vector<src_file> srcs)
{
for(auto&& src : srcs)
{
if(EndsWith(src.path, ".cpp"))
{
cpp_src = std::move(src.content);
cpp_name = std::move(src.path);
}
else
{
headers.push_back(std::move(src.content));
include_names.push_back(std::move(src.path));
}
}
create_program();
}
void create_program()
{
assert(not cpp_src.empty());
assert(not cpp_name.empty());
assert(headers.size() == include_names.size());
prog = hiprtc_program_create(cpp_src.c_str(),
cpp_name.c_str(),
headers.size(),
headers.data(),
include_names.data());
}
void compile(const std::vector<std::string>& options, bool quiet = false) const
{
std::vector<const char*> c_options;
std::transform(options.begin(),
options.end(),
std::back_inserter(c_options),
[](const std::string& s) { return s.c_str(); });
auto result = hiprtcCompileProgram(prog.get(), c_options.size(), c_options.data());
auto prog_log = log();
if(not prog_log.empty() and not quiet)
{
std::cerr << prog_log << std::endl;
}
if(result != HIPRTC_SUCCESS)
throw std::runtime_error("Compilation failed.");
}
std::string log() const
{
std::size_t n = 0;
hiprtc_check_error(hiprtcGetProgramLogSize(prog.get(), &n));
if(n == 0)
return {};
std::string buffer(n, '\0');
hiprtc_check_error(hiprtcGetProgramLog(prog.get(), buffer.data()));
assert(buffer.back() != 0);
return buffer;
}
std::vector<char> get_code_obj() const
{
std::size_t n = 0;
hiprtc_check_error(hiprtcGetCodeSize(prog.get(), &n));
std::vector<char> buffer(n);
hiprtc_check_error(hiprtcGetCode(prog.get(), buffer.data()));
return buffer;
}
};
std::vector<std::vector<char>> compile_hip_src_with_hiprtc(const std::vector<src_file>& srcs,
const compile_options& options)
{
hiprtc_program prog(srcs);
auto flags = SplitString(options.flags, ' ');
prog.compile(flags);
return {prog.get_code_obj()};
}
static kernel hiprtc_compile_kernel(const std::vector<src_file>& srcs, compile_options options)
{
options.flags += " -I. -O3";
options.flags += " -std=c++17";
options.flags += " -DCK_CODE_GEN_RTC";
options.flags += " --offload-arch=" + get_device_name();
auto cos = compile_hip_src_with_hiprtc(srcs, options);
if(cos.size() != 1)
std::runtime_error("No code object");
auto& obj = cos.front();
return kernel{obj.data(), options.kernel_name};
}
#endif
kernel compile_kernel(const std::vector<src_file>& srcs, compile_options options)
{
#ifdef HIPRTC_FOR_CODEGEN_TESTS
return hiprtc_compile_kernel(srcs, options);
#else
return clang_compile_kernel(srcs, options);
#endif
}
} // namespace rtc