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//===- LowerGPUToHSACO.cpp - Convert GPU kernel to HSACO blob -------------===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
//
// This file implements a pass that serializes a gpu module into HSAco blob and
// adds that blob as a string attribute of the module.
//
//===----------------------------------------------------------------------===//
#include "mlir/Dialect/GPU/Transforms/Passes.h"
#include "mlir/IR/Location.h"
#include "mlir/IR/MLIRContext.h"
#if MLIR_GPU_TO_HSACO_PASS_ENABLE
#include "mlir/ExecutionEngine/OptUtils.h"
#include "mlir/Pass/Pass.h"
#include "mlir/Support/FileUtilities.h"
#include "mlir/Target/LLVMIR/Dialect/ROCDL/ROCDLToLLVMIRTranslation.h"
#include "mlir/Target/LLVMIR/Export.h"
#include "llvm/IR/Constants.h"
#include "llvm/IR/GlobalVariable.h"
#include "llvm/IR/Module.h"
#include "llvm/IRReader/IRReader.h"
#include "llvm/Linker/Linker.h"
#include "llvm/MC/MCAsmBackend.h"
#include "llvm/MC/MCAsmInfo.h"
#include "llvm/MC/MCCodeEmitter.h"
#include "llvm/MC/MCContext.h"
#include "llvm/MC/MCInstrInfo.h"
#include "llvm/MC/MCObjectFileInfo.h"
#include "llvm/MC/MCObjectWriter.h"
#include "llvm/MC/MCParser/MCTargetAsmParser.h"
#include "llvm/MC/MCRegisterInfo.h"
#include "llvm/MC/MCStreamer.h"
#include "llvm/MC/MCSubtargetInfo.h"
#include "llvm/MC/TargetRegistry.h"
#include "llvm/Support/CommandLine.h"
#include "llvm/Support/FileUtilities.h"
#include "llvm/Support/Path.h"
#include "llvm/Support/Program.h"
#include "llvm/Support/SourceMgr.h"
#include "llvm/Support/TargetSelect.h"
#include "llvm/Support/Threading.h"
#include "llvm/Support/WithColor.h"
#include "llvm/Target/TargetMachine.h"
#include "llvm/Target/TargetOptions.h"
#include "llvm/Transforms/IPO/Internalize.h"
#include <optional>
using namespace mlir;
namespace {
class SerializeToHsacoPass
: public PassWrapper<SerializeToHsacoPass, gpu::SerializeToBlobPass> {
static llvm::once_flag initializeBackendOnce;
public:
MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(SerializeToHsacoPass)
SerializeToHsacoPass(StringRef triple, StringRef arch, StringRef features,
int optLevel);
SerializeToHsacoPass(const SerializeToHsacoPass &other);
StringRef getArgument() const override { return "gpu-to-hsaco"; }
StringRef getDescription() const override {
return "Lower GPU kernel function to HSACO binary annotations";
}
protected:
Option<std::string> rocmPath{*this, "rocm-path",
llvm::cl::desc("Path to ROCm install")};
// Overload to allow linking in device libs
std::unique_ptr<llvm::Module>
translateToLLVMIR(llvm::LLVMContext &llvmContext) override;
private:
void getDependentDialects(DialectRegistry ®istry) const override;
// Loads LLVM bitcode libraries
std::optional<SmallVector<std::unique_ptr<llvm::Module>, 3>>
loadLibraries(SmallVectorImpl<char> &path,
SmallVectorImpl<StringRef> &libraries,
llvm::LLVMContext &context);
// Serializes ROCDL to HSACO.
std::unique_ptr<std::vector<char>>
serializeISA(const std::string &isa) override;
std::unique_ptr<SmallVectorImpl<char>> assembleIsa(const std::string &isa);
std::unique_ptr<std::vector<char>>
createHsaco(const SmallVectorImpl<char> &isaBinary);
std::string getRocmPath();
};
} // namespace
SerializeToHsacoPass::SerializeToHsacoPass(const SerializeToHsacoPass &other)
: PassWrapper<SerializeToHsacoPass, gpu::SerializeToBlobPass>(other) {}
/// Get a user-specified path to ROCm
// Tries, in order, the --rocm-path option, the ROCM_PATH environment variable
// and a compile-time default
std::string SerializeToHsacoPass::getRocmPath() {
if (rocmPath.getNumOccurrences() > 0)
return rocmPath.getValue();
return __DEFAULT_ROCM_PATH__;
}
// Sets the 'option' to 'value' unless it already has a value.
static void maybeSetOption(Pass::Option<std::string> &option,
function_ref<std::string()> getValue) {
if (!option.hasValue())
option = getValue();
}
llvm::once_flag SerializeToHsacoPass::initializeBackendOnce;
SerializeToHsacoPass::SerializeToHsacoPass(StringRef triple, StringRef arch,
StringRef features, int optLevel) {
// No matter how this pass is constructed, ensure that the AMDGPU backend
// is initialized exactly once.
llvm::call_once(initializeBackendOnce, []() {
// Initialize LLVM AMDGPU backend.
LLVMInitializeAMDGPUAsmParser();
LLVMInitializeAMDGPUAsmPrinter();
LLVMInitializeAMDGPUTarget();
LLVMInitializeAMDGPUTargetInfo();
LLVMInitializeAMDGPUTargetMC();
});
maybeSetOption(this->triple, [&triple] { return triple.str(); });
maybeSetOption(this->chip, [&arch] { return arch.str(); });
maybeSetOption(this->features, [&features] { return features.str(); });
if (this->optLevel.getNumOccurrences() == 0)
this->optLevel.setValue(optLevel);
}
void SerializeToHsacoPass::getDependentDialects(
DialectRegistry ®istry) const {
registerROCDLDialectTranslation(registry);
gpu::SerializeToBlobPass::getDependentDialects(registry);
}
std::optional<SmallVector<std::unique_ptr<llvm::Module>, 3>>
SerializeToHsacoPass::loadLibraries(SmallVectorImpl<char> &path,
SmallVectorImpl<StringRef> &libraries,
llvm::LLVMContext &context) {
SmallVector<std::unique_ptr<llvm::Module>, 3> ret;
size_t dirLength = path.size();
if (!llvm::sys::fs::is_directory(path)) {
getOperation().emitRemark() << "Bitcode path: " << path
<< " does not exist or is not a directory\n";
return std::nullopt;
}
for (const StringRef file : libraries) {
llvm::SMDiagnostic error;
llvm::sys::path::append(path, file);
llvm::StringRef pathRef(path.data(), path.size());
std::unique_ptr<llvm::Module> library =
llvm::getLazyIRFileModule(pathRef, error, context);
path.truncate(dirLength);
if (!library) {
getOperation().emitError() << "Failed to load library " << file
<< " from " << path << error.getMessage();
return std::nullopt;
}
// Some ROCM builds don't strip this like they should
if (auto *openclVersion = library->getNamedMetadata("opencl.ocl.version"))
library->eraseNamedMetadata(openclVersion);
// Stop spamming us with clang version numbers
if (auto *ident = library->getNamedMetadata("llvm.ident"))
library->eraseNamedMetadata(ident);
ret.push_back(std::move(library));
}
return std::move(ret);
}
std::unique_ptr<llvm::Module>
SerializeToHsacoPass::translateToLLVMIR(llvm::LLVMContext &llvmContext) {
// MLIR -> LLVM translation
std::unique_ptr<llvm::Module> ret =
gpu::SerializeToBlobPass::translateToLLVMIR(llvmContext);
if (!ret) {
getOperation().emitOpError("Module lowering failed");
return ret;
}
// Walk the LLVM module in order to determine if we need to link in device
// libs
bool needOpenCl = false;
bool needOckl = false;
bool needOcml = false;
for (llvm::Function &f : ret->functions()) {
if (f.hasExternalLinkage() && f.hasName() && !f.hasExactDefinition()) {
StringRef funcName = f.getName();
if ("printf" == funcName)
needOpenCl = true;
if (funcName.startswith("__ockl_"))
needOckl = true;
if (funcName.startswith("__ocml_"))
needOcml = true;
}
}
if (needOpenCl)
needOcml = needOckl = true;
// No libraries needed (the typical case)
if (!(needOpenCl || needOcml || needOckl))
return ret;
// Define one of the control constants the ROCm device libraries expect to be
// present These constants can either be defined in the module or can be
// imported by linking in bitcode that defines the constant. To simplify our
// logic, we define the constants into the module we are compiling
auto addControlConstant = [&module = *ret](StringRef name, uint32_t value,
uint32_t bitwidth) {
using llvm::GlobalVariable;
if (module.getNamedGlobal(name)) {
return;
}
llvm::IntegerType *type =
llvm::IntegerType::getIntNTy(module.getContext(), bitwidth);
auto *initializer = llvm::ConstantInt::get(type, value, /*isSigned=*/false);
auto *constant = new GlobalVariable(
module, type,
/*isConstant=*/true, GlobalVariable::LinkageTypes::LinkOnceODRLinkage,
initializer, name,
/*before=*/nullptr,
/*threadLocalMode=*/GlobalVariable::ThreadLocalMode::NotThreadLocal,
/*addressSpace=*/4);
constant->setUnnamedAddr(GlobalVariable::UnnamedAddr::Local);
constant->setVisibility(
GlobalVariable::VisibilityTypes::ProtectedVisibility);
constant->setAlignment(llvm::MaybeAlign(bitwidth / 8));
};
// Set up control variables in the module instead of linking in tiny bitcode
if (needOcml) {
// TODO(kdrewnia): Enable math optimizations once we have support for
// `-ffast-math`-like options
addControlConstant("__oclc_finite_only_opt", 0, 8);
addControlConstant("__oclc_daz_opt", 0, 8);
addControlConstant("__oclc_correctly_rounded_sqrt32", 1, 8);
addControlConstant("__oclc_unsafe_math_opt", 0, 8);
}
if (needOcml || needOckl) {
addControlConstant("__oclc_wavefrontsize64", 1, 8);
StringRef chipSet = this->chip.getValue();
if (chipSet.startswith("gfx"))
chipSet = chipSet.substr(3);
uint32_t minor =
llvm::APInt(32, chipSet.substr(chipSet.size() - 2), 16).getZExtValue();
uint32_t major = llvm::APInt(32, chipSet.substr(0, chipSet.size() - 2), 10)
.getZExtValue();
uint32_t isaNumber = minor + 1000 * major;
addControlConstant("__oclc_ISA_version", isaNumber, 32);
// This constant must always match the default code object ABI version
// of the AMDGPU backend.
addControlConstant("__oclc_ABI_version", 400, 32);
}
// Determine libraries we need to link - order matters due to dependencies
llvm::SmallVector<StringRef, 4> libraries;
if (needOpenCl)
libraries.push_back("opencl.bc");
if (needOcml)
libraries.push_back("ocml.bc");
if (needOckl)
libraries.push_back("ockl.bc");
std::optional<SmallVector<std::unique_ptr<llvm::Module>, 3>> mbModules;
std::string theRocmPath = getRocmPath();
llvm::SmallString<32> bitcodePath(theRocmPath);
llvm::sys::path::append(bitcodePath, "amdgcn", "bitcode");
mbModules = loadLibraries(bitcodePath, libraries, llvmContext);
if (!mbModules) {
getOperation()
.emitWarning("Could not load required device libraries")
.attachNote()
<< "This will probably cause link-time or run-time failures";
return ret; // We can still abort here
}
llvm::Linker linker(*ret);
for (std::unique_ptr<llvm::Module> &libModule : *mbModules) {
// This bitcode linking code is substantially similar to what is used in
// hip-clang It imports the library functions into the module, allowing LLVM
// optimization passes (which must run after linking) to optimize across the
// libraries and the module's code. We also only import symbols if they are
// referenced by the module or a previous library since there will be no
// other source of references to those symbols in this compilation and since
// we don't want to bloat the resulting code object.
bool err = linker.linkInModule(
std::move(libModule), llvm::Linker::Flags::LinkOnlyNeeded,
[](llvm::Module &m, const StringSet<> &gvs) {
llvm::internalizeModule(m, [&gvs](const llvm::GlobalValue &gv) {
return !gv.hasName() || (gvs.count(gv.getName()) == 0);
});
});
// True is linker failure
if (err) {
getOperation().emitError(
"Unrecoverable failure during device library linking.");
// We have no guaranties about the state of `ret`, so bail
return nullptr;
}
}
return ret;
}
std::unique_ptr<SmallVectorImpl<char>>
SerializeToHsacoPass::assembleIsa(const std::string &isa) {
auto loc = getOperation().getLoc();
SmallVector<char, 0> result;
llvm::raw_svector_ostream os(result);
llvm::Triple triple(llvm::Triple::normalize(this->triple));
std::string error;
const llvm::Target *target =
llvm::TargetRegistry::lookupTarget(triple.normalize(), error);
if (!target) {
emitError(loc, Twine("failed to lookup target: ") + error);
return {};
}
llvm::SourceMgr srcMgr;
srcMgr.AddNewSourceBuffer(llvm::MemoryBuffer::getMemBuffer(isa), SMLoc());
const llvm::MCTargetOptions mcOptions;
std::unique_ptr<llvm::MCRegisterInfo> mri(
target->createMCRegInfo(this->triple));
std::unique_ptr<llvm::MCAsmInfo> mai(
target->createMCAsmInfo(*mri, this->triple, mcOptions));
mai->setRelaxELFRelocations(true);
std::unique_ptr<llvm::MCSubtargetInfo> sti(
target->createMCSubtargetInfo(this->triple, this->chip, this->features));
llvm::MCContext ctx(triple, mai.get(), mri.get(), sti.get(), &srcMgr,
&mcOptions);
std::unique_ptr<llvm::MCObjectFileInfo> mofi(target->createMCObjectFileInfo(
ctx, /*PIC=*/false, /*LargeCodeModel=*/false));
ctx.setObjectFileInfo(mofi.get());
SmallString<128> cwd;
if (!llvm::sys::fs::current_path(cwd))
ctx.setCompilationDir(cwd);
std::unique_ptr<llvm::MCStreamer> mcStreamer;
std::unique_ptr<llvm::MCInstrInfo> mcii(target->createMCInstrInfo());
llvm::MCCodeEmitter *ce = target->createMCCodeEmitter(*mcii, ctx);
llvm::MCAsmBackend *mab = target->createMCAsmBackend(*sti, *mri, mcOptions);
mcStreamer.reset(target->createMCObjectStreamer(
triple, ctx, std::unique_ptr<llvm::MCAsmBackend>(mab),
mab->createObjectWriter(os), std::unique_ptr<llvm::MCCodeEmitter>(ce),
*sti, mcOptions.MCRelaxAll, mcOptions.MCIncrementalLinkerCompatible,
/*DWARFMustBeAtTheEnd*/ false));
mcStreamer->setUseAssemblerInfoForParsing(true);
std::unique_ptr<llvm::MCAsmParser> parser(
createMCAsmParser(srcMgr, ctx, *mcStreamer, *mai));
std::unique_ptr<llvm::MCTargetAsmParser> tap(
target->createMCAsmParser(*sti, *parser, *mcii, mcOptions));
if (!tap) {
emitError(loc, "assembler initialization error");
return {};
}
parser->setTargetParser(*tap);
parser->Run(false);
return std::make_unique<SmallVector<char, 0>>(std::move(result));
}
std::unique_ptr<std::vector<char>>
SerializeToHsacoPass::createHsaco(const SmallVectorImpl<char> &isaBinary) {
auto loc = getOperation().getLoc();
// Save the ISA binary to a temp file.
int tempIsaBinaryFd = -1;
SmallString<128> tempIsaBinaryFilename;
if (llvm::sys::fs::createTemporaryFile("kernel", "o", tempIsaBinaryFd,
tempIsaBinaryFilename)) {
emitError(loc, "temporary file for ISA binary creation error");
return {};
}
llvm::FileRemover cleanupIsaBinary(tempIsaBinaryFilename);
llvm::raw_fd_ostream tempIsaBinaryOs(tempIsaBinaryFd, true);
tempIsaBinaryOs << StringRef(isaBinary.data(), isaBinary.size());
tempIsaBinaryOs.close();
// Create a temp file for HSA code object.
int tempHsacoFD = -1;
SmallString<128> tempHsacoFilename;
if (llvm::sys::fs::createTemporaryFile("kernel", "hsaco", tempHsacoFD,
tempHsacoFilename)) {
emitError(loc, "temporary file for HSA code object creation error");
return {};
}
llvm::FileRemover cleanupHsaco(tempHsacoFilename);
std::string theRocmPath = getRocmPath();
llvm::SmallString<32> lldPath(theRocmPath);
llvm::sys::path::append(lldPath, "llvm", "bin", "ld.lld");
int lldResult = llvm::sys::ExecuteAndWait(
lldPath,
{"ld.lld", "-shared", tempIsaBinaryFilename, "-o", tempHsacoFilename});
if (lldResult != 0) {
emitError(loc, "lld invocation error");
return {};
}
// Load the HSA code object.
auto hsacoFile = openInputFile(tempHsacoFilename);
if (!hsacoFile) {
emitError(loc, "read HSA code object from temp file error");
return {};
}
StringRef buffer = hsacoFile->getBuffer();
return std::make_unique<std::vector<char>>(buffer.begin(), buffer.end());
}
std::unique_ptr<std::vector<char>>
SerializeToHsacoPass::serializeISA(const std::string &isa) {
auto isaBinary = assembleIsa(isa);
if (!isaBinary)
return {};
return createHsaco(*isaBinary);
}
// Register pass to serialize GPU kernel functions to a HSACO binary annotation.
void mlir::registerGpuSerializeToHsacoPass() {
PassRegistration<SerializeToHsacoPass> registerSerializeToHSACO([] {
return std::make_unique<SerializeToHsacoPass>("amdgcn-amd-amdhsa", "", "",
2);
});
}
/// Create an instance of the GPU kernel function to HSAco binary serialization
/// pass.
std::unique_ptr<Pass> mlir::createGpuSerializeToHsacoPass(StringRef triple,
StringRef arch,
StringRef features,
int optLevel) {
return std::make_unique<SerializeToHsacoPass>(triple, arch, features,
optLevel);
}
#else // MLIR_GPU_TO_HSACO_PASS_ENABLE
void mlir::registerGpuSerializeToHsacoPass() {}
#endif // MLIR_GPU_TO_HSACO_PASS_ENABLE
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