compile_hip.cpp 8.22 KB
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#include <migraphx/gpu/compile_hip.hpp>
#include <migraphx/errors.hpp>
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#include <migraphx/stringutils.hpp>
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#include <migraphx/ranges.hpp>
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#include <migraphx/env.hpp>
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#include <cassert>
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#include <iostream>

#if MIGRAPHX_USE_HIPRTC
#include <hip/hiprtc.h>
#include <migraphx/manage_ptr.hpp>
#include <migraphx/env.hpp>
#else
#include <migraphx/compile_src.hpp>
#include <migraphx/process.hpp>
#endif
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namespace migraphx {
inline namespace MIGRAPHX_INLINE_NS {
namespace gpu {

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MIGRAPHX_DECLARE_ENV_VAR(MIGRAPHX_GPU_DEBUG);
MIGRAPHX_DECLARE_ENV_VAR(MIGRAPHX_GPU_OPTIMIZE);

#if MIGRAPHX_USE_HIPRTC

MIGRAPHX_DECLARE_ENV_VAR(MIGRAPHX_TRACE_HIPRTC)

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, const std::string& ctx)
{
    if(err != HIPRTC_SUCCESS)
        throw make_exception(ctx, hiprtc_error(err, msg));
}

#define MIGRAPHX_HIPRTC(...) \
    hiprtc_check_error(__VA_ARGS__, #__VA_ARGS__, MIGRAPHX_MAKE_SOURCE_CTX())

#define MIGRAPHX_HIPRTC_THROW(error, msg) MIGRAPHX_THROW(hiprtc_error(error, msg))

// Workaround hiprtc's broken API
void hiprtc_program_destroy(hiprtcProgram prog) { hiprtcDestroyProgram(&prog); }
using hiprtc_program_ptr = MIGRAPHX_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};
    if(result != HIPRTC_SUCCESS)
        MIGRAPHX_HIPRTC_THROW(result, "Create program failed.");
    return p;
}

struct hiprtc_program
{
    struct string_array
    {
        std::vector<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::vector<src_file>& srcs)
    {
        for(auto&& src : srcs)
        {
            std::string content{src.content.first, src.content.second};
            std::string path = src.path.string();
            if(src.path.extension().string() == ".cpp")
            {
                cpp_src  = std::move(content);
                cpp_name = std::move(path);
            }
            else
            {
                headers.push_back(std::move(content));
                include_names.push_back(std::move(path));
            }
        }
        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)
    {
        if(enabled(MIGRAPHX_TRACE_HIPRTC{}))
            std::cout << "hiprtc " << join_strings(options, " ") << " " << cpp_name << std::endl;
        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());
        std::cerr << log() << std::endl;
        if(result != HIPRTC_SUCCESS)
            MIGRAPHX_HIPRTC_THROW(result, "Compilation failed.");
    }

    std::string log()
    {
        std::size_t n = 0;
        MIGRAPHX_HIPRTC(hiprtcGetProgramLogSize(prog.get(), &n));
        if(n < 2)
            return {};
        std::vector<char> buffer(n);
        MIGRAPHX_HIPRTC(hiprtcGetProgramLog(prog.get(), buffer.data()));
        assert(buffer.back() == 0);
        return {buffer.begin(), buffer.end() - 1};
    }

    std::vector<char> get_code_obj()
    {
        std::size_t n = 0;
        MIGRAPHX_HIPRTC(hiprtcGetCodeSize(prog.get(), &n));
        std::vector<char> buffer(n);
        MIGRAPHX_HIPRTC(hiprtcGetCode(prog.get(), buffer.data()));
        return buffer;
    }
};

std::vector<std::vector<char>>
compile_hip_src(const std::vector<src_file>& srcs, std::string params, const std::string& arch)
{
    hiprtc_program prog(srcs);
    auto options = split_string(params, ' ');
    if(enabled(MIGRAPHX_GPU_DEBUG{}))
        options.push_back("-DMIGRAPHX_DEBUG");
    if(std::none_of(options.begin(), options.end(), [](const std::string& s) {
           return starts_with(s, "--std=") or starts_with(s, "-std=");
       }))
        options.push_back("-std=c++17");
    options.push_back("-fno-gpu-rdc");
    options.push_back(" -O" + string_value_of(MIGRAPHX_GPU_OPTIMIZE{}, "3"));
    options.push_back("-Wno-cuda-compat");
    options.push_back("--cuda-gpu-arch=" + arch);
    prog.compile(options);
    return {prog.get_code_obj()};
}

#else // MIGRAPHX_USE_HIPRTC

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bool is_hcc_compiler()
{
    static const auto result = ends_with(MIGRAPHX_STRINGIZE(MIGRAPHX_HIP_COMPILER), "hcc");
    return result;
}

bool is_hip_clang_compiler()
{
    static const auto result = ends_with(MIGRAPHX_STRINGIZE(MIGRAPHX_HIP_COMPILER), "clang++");
    return result;
}

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bool has_compiler_launcher()
{
    static const auto result = fs::exists(MIGRAPHX_STRINGIZE(MIGRAPHX_HIP_COMPILER_LAUNCHER));
    return result;
}

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std::vector<std::vector<char>>
compile_hip_src(const std::vector<src_file>& srcs, std::string params, const std::string& arch)
{
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    assert(not srcs.empty());
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    if(not is_hcc_compiler() and not is_hip_clang_compiler())
        MIGRAPHX_THROW("Unknown hip compiler: " +
                       std::string(MIGRAPHX_STRINGIZE(MIGRAPHX_HIP_COMPILER)));
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    if(params.find("-std=") == std::string::npos)
        params += " --std=c++17";
    params += " -fno-gpu-rdc";
    params += " -c";
    if(is_hcc_compiler())
    {
        params += " -amdgpu-target=" + arch;
    }
    else if(is_hip_clang_compiler())
    {
        params += " --cuda-gpu-arch=" + arch;
        params += " --cuda-device-only";
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        params += " -O" + string_value_of(MIGRAPHX_GPU_OPTIMIZE{}, "3") + " ";
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    }

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    if(enabled(MIGRAPHX_GPU_DEBUG{}))
        params += " -DMIGRAPHX_DEBUG";

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    params += " -Wno-unused-command-line-argument -Wno-cuda-compat ";
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    params += MIGRAPHX_STRINGIZE(MIGRAPHX_HIP_COMPILER_FLAGS);

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    src_compiler compiler;
    compiler.flags    = params;
    compiler.compiler = MIGRAPHX_STRINGIZE(MIGRAPHX_HIP_COMPILER);
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#ifdef MIGRAPHX_HIP_COMPILER_LAUNCHER
    if(has_compiler_launcher())
        compiler.launcher = MIGRAPHX_STRINGIZE(MIGRAPHX_HIP_COMPILER_LAUNCHER);
#endif
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    if(is_hcc_compiler())
        compiler.process = [&](const fs::path& obj_path) -> fs::path {
            process{MIGRAPHX_STRINGIZE(MIGRAPHX_EXTRACT_KERNEL) + std::string{" -i "} +
                    obj_path.string()}
                .cwd(obj_path.parent_path());
            for(const auto& entry : fs::directory_iterator{obj_path.parent_path()})
            {
                const auto& hsaco_path = entry.path();
                if(not fs::is_regular_file(hsaco_path))
                    continue;
                if(hsaco_path.extension() != ".hsaco")
                    continue;
                return hsaco_path;
            }
            MIGRAPHX_THROW("Missing hsaco");
        };
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    return {compiler.compile(srcs)};
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}

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std::string enum_params(std::size_t count, std::string param)
{
    std::vector<std::string> items(count);
    transform(range(count), items.begin(), [&](auto i) { return param + std::to_string(i); });
    return join_strings(items, ",");
}

std::size_t compute_global(std::size_t n, std::size_t local)
{
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    std::size_t groups = (n + local - 1) / local;
    // max possible number of blocks is set to 1B (1,073,741,824)
    std::size_t nglobal = std::min<std::size_t>(1073741824, groups) * local;
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    return nglobal;
}

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#endif // MIGRAPHX_USE_HIPRTC

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} // namespace gpu
} // namespace MIGRAPHX_INLINE_NS
} // namespace migraphx