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//===- Target.cpp - MLIR LLVM ROCDL target compilation ----------*- C++ -*-===//
//
// 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 files defines ROCDL target related functions including registration
// calls for the `#rocdl.target` compilation attribute.
//
//===----------------------------------------------------------------------===//
#include "mlir/Target/LLVM/ROCDL/Target.h"
#include "mlir/Dialect/GPU/IR/GPUDialect.h"
#include "mlir/Dialect/LLVMIR/ROCDLDialect.h"
#include "mlir/Support/FileUtilities.h"
#include "mlir/Target/LLVM/ROCDL/Utils.h"
#include "mlir/Target/LLVMIR/Export.h"
#include "llvm/IR/Constants.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/FileSystem.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/TargetParser/TargetParser.h"
#include <cstdlib>
#include <optional>
using namespace mlir;
using namespace mlir::ROCDL;
#ifndef __DEFAULT_ROCM_PATH__
#define __DEFAULT_ROCM_PATH__ ""
#endif
namespace {
// Implementation of the `TargetAttrInterface` model.
class ROCDLTargetAttrImpl
: public gpu::TargetAttrInterface::FallbackModel<ROCDLTargetAttrImpl> {
public:
std::optional<SmallVector<char, 0>>
serializeToObject(Attribute attribute, Operation *module,
const gpu::TargetOptions &options) const;
Attribute createObject(Attribute attribute,
const SmallVector<char, 0> &object,
const gpu::TargetOptions &options) const;
};
} // namespace
// Register the ROCDL dialect, the ROCDL translation and the target interface.
void mlir::ROCDL::registerROCDLTargetInterfaceExternalModels(
DialectRegistry ®istry) {
registry.addExtension(+[](MLIRContext *ctx, ROCDL::ROCDLDialect *dialect) {
ROCDLTargetAttr::attachInterface<ROCDLTargetAttrImpl>(*ctx);
});
}
void mlir::ROCDL::registerROCDLTargetInterfaceExternalModels(
MLIRContext &context) {
DialectRegistry registry;
registerROCDLTargetInterfaceExternalModels(registry);
context.appendDialectRegistry(registry);
}
// Search for the ROCM path.
StringRef mlir::ROCDL::getROCMPath() {
if (const char *var = std::getenv("ROCM_PATH"))
return var;
if (const char *var = std::getenv("ROCM_ROOT"))
return var;
if (const char *var = std::getenv("ROCM_HOME"))
return var;
return __DEFAULT_ROCM_PATH__;
}
SerializeGPUModuleBase::SerializeGPUModuleBase(
Operation &module, ROCDLTargetAttr target,
const gpu::TargetOptions &targetOptions)
: ModuleToObject(module, target.getTriple(), target.getChip(),
target.getFeatures(), target.getO()),
target(target), toolkitPath(targetOptions.getToolkitPath()),
fileList(targetOptions.getLinkFiles()) {
// If `targetOptions` has an empty toolkitPath use `getROCMPath`
if (toolkitPath.empty())
toolkitPath = getROCMPath();
// Append the files in the target attribute.
if (ArrayAttr files = target.getLink())
for (Attribute attr : files.getValue())
if (auto file = dyn_cast<StringAttr>(attr))
fileList.push_back(file.str());
}
void SerializeGPUModuleBase::init() {
static llvm::once_flag initializeBackendOnce;
llvm::call_once(initializeBackendOnce, []() {
// If the `AMDGPU` LLVM target was built, initialize it.
#if MLIR_ENABLE_ROCM_CONVERSIONS
LLVMInitializeAMDGPUTarget();
LLVMInitializeAMDGPUTargetInfo();
LLVMInitializeAMDGPUTargetMC();
LLVMInitializeAMDGPUAsmParser();
LLVMInitializeAMDGPUAsmPrinter();
#endif
});
}
ROCDLTargetAttr SerializeGPUModuleBase::getTarget() const { return target; }
StringRef SerializeGPUModuleBase::getToolkitPath() const { return toolkitPath; }
ArrayRef<std::string> SerializeGPUModuleBase::getFileList() const {
return fileList;
}
LogicalResult SerializeGPUModuleBase::appendStandardLibs(AMDGCNLibraries libs) {
if (libs == AMDGCNLibraries::None)
return success();
StringRef pathRef = getToolkitPath();
// Get the path for the device libraries
SmallString<256> path;
path.insert(path.begin(), pathRef.begin(), pathRef.end());
llvm::sys::path::append(path, "amdgcn", "bitcode");
pathRef = StringRef(path.data(), path.size());
// Fail if the path is invalid.
if (!llvm::sys::fs::is_directory(pathRef)) {
getOperation().emitError() << "ROCm amdgcn bitcode path: " << pathRef
<< " does not exist or is not a directory";
return failure();
}
// Helper function for adding a library.
auto addLib = [&](const Twine &lib) -> bool {
auto baseSize = path.size();
llvm::sys::path::append(path, lib);
StringRef pathRef(path.data(), path.size());
if (!llvm::sys::fs::is_regular_file(pathRef)) {
getOperation().emitRemark() << "bitcode library path: " << pathRef
<< " does not exist or is not a file";
return true;
}
fileList.push_back(pathRef.str());
path.truncate(baseSize);
return false;
};
// Add ROCm device libraries. Fail if any of the libraries is not found, ie.
// if any of the `addLib` failed.
if ((any(libs & AMDGCNLibraries::Ocml) && addLib("ocml.bc")) ||
(any(libs & AMDGCNLibraries::Ockl) && addLib("ockl.bc")) ||
(any(libs & AMDGCNLibraries::Hip) && addLib("hip.bc")) ||
(any(libs & AMDGCNLibraries::OpenCL) && addLib("opencl.bc")))
return failure();
return success();
}
std::optional<SmallVector<std::unique_ptr<llvm::Module>>>
SerializeGPUModuleBase::loadBitcodeFiles(llvm::Module &module) {
// Return if there are no libs to load.
if (deviceLibs == AMDGCNLibraries::None && fileList.empty())
return SmallVector<std::unique_ptr<llvm::Module>>();
if (failed(appendStandardLibs(deviceLibs)))
return std::nullopt;
SmallVector<std::unique_ptr<llvm::Module>> bcFiles;
if (failed(loadBitcodeFilesFromList(module.getContext(), fileList, bcFiles,
true)))
return std::nullopt;
return std::move(bcFiles);
}
LogicalResult SerializeGPUModuleBase::handleBitcodeFile(llvm::Module &module) {
// Some ROCM builds don't strip this like they should
if (auto *openclVersion = module.getNamedMetadata("opencl.ocl.version"))
module.eraseNamedMetadata(openclVersion);
// Stop spamming us with clang version numbers
if (auto *ident = module.getNamedMetadata("llvm.ident"))
module.eraseNamedMetadata(ident);
// Override the libModules datalayout and target triple with the compiler's
// data layout should there be a discrepency.
setDataLayoutAndTriple(module);
return success();
}
void SerializeGPUModuleBase::handleModulePreLink(llvm::Module &module) {
// If all libraries are not set, traverse the module to determine which
// libraries are required.
if (deviceLibs != AMDGCNLibraries::All) {
for (llvm::Function &f : module.functions()) {
if (f.hasExternalLinkage() && f.hasName() && !f.hasExactDefinition()) {
StringRef funcName = f.getName();
if ("printf" == funcName)
deviceLibs |= AMDGCNLibraries::OpenCL | AMDGCNLibraries::Ockl |
AMDGCNLibraries::Ocml;
if (funcName.starts_with("__ockl_"))
deviceLibs |= AMDGCNLibraries::Ockl;
if (funcName.starts_with("__ocml_"))
deviceLibs |= AMDGCNLibraries::Ocml;
if (funcName == "__atomic_work_item_fence")
deviceLibs |= AMDGCNLibraries::Hip;
}
}
}
addControlVariables(module, deviceLibs, target.hasWave64(), target.hasDaz(),
target.hasFiniteOnly(), target.hasUnsafeMath(),
target.hasFastMath(), target.hasCorrectSqrt(),
target.getAbi());
}
void SerializeGPUModuleBase::addControlVariables(
llvm::Module &module, AMDGCNLibraries libs, bool wave64, bool daz,
bool finiteOnly, bool unsafeMath, bool fastMath, bool correctSqrt,
StringRef abiVer) {
// Return if no device libraries are required.
if (libs == AMDGCNLibraries::None)
return;
// Helper function for adding control variables.
auto addControlVariable = [&module](StringRef name, uint32_t value,
uint32_t bitwidth) {
if (module.getNamedGlobal(name))
return;
llvm::IntegerType *type =
llvm::IntegerType::getIntNTy(module.getContext(), bitwidth);
llvm::GlobalVariable *controlVariable = new llvm::GlobalVariable(
module, /*isConstant=*/type, true,
llvm::GlobalValue::LinkageTypes::LinkOnceODRLinkage,
llvm::ConstantInt::get(type, value), name, /*before=*/nullptr,
/*threadLocalMode=*/llvm::GlobalValue::ThreadLocalMode::NotThreadLocal,
/*addressSpace=*/4);
controlVariable->setVisibility(
llvm::GlobalValue::VisibilityTypes::ProtectedVisibility);
controlVariable->setAlignment(llvm::MaybeAlign(bitwidth / 8));
controlVariable->setUnnamedAddr(llvm::GlobalValue::UnnamedAddr::Local);
};
// Add ocml related control variables.
if (any(libs & AMDGCNLibraries::Ocml)) {
addControlVariable("__oclc_finite_only_opt", finiteOnly || fastMath, 8);
addControlVariable("__oclc_daz_opt", daz || fastMath, 8);
addControlVariable("__oclc_correctly_rounded_sqrt32",
correctSqrt && !fastMath, 8);
addControlVariable("__oclc_unsafe_math_opt", unsafeMath || fastMath, 8);
}
// Add ocml or ockl related control variables.
if (any(libs & (AMDGCNLibraries::Ocml | AMDGCNLibraries::Ockl))) {
addControlVariable("__oclc_wavefrontsize64", wave64, 8);
// Get the ISA version.
llvm::AMDGPU::IsaVersion isaVersion = llvm::AMDGPU::getIsaVersion(chip);
// Add the ISA control variable.
addControlVariable("__oclc_ISA_version",
isaVersion.Minor + 100 * isaVersion.Stepping +
1000 * isaVersion.Major,
32);
int abi = 500;
abiVer.getAsInteger(0, abi);
addControlVariable("__oclc_ABI_version", abi, 32);
}
}
std::optional<SmallVector<char, 0>>
SerializeGPUModuleBase::assembleIsa(StringRef isa) {
auto loc = getOperation().getLoc();
StringRef targetTriple = this->triple;
SmallVector<char, 0> result;
llvm::raw_svector_ostream os(result);
llvm::Triple triple(llvm::Triple::normalize(targetTriple));
std::string error;
const llvm::Target *target =
llvm::TargetRegistry::lookupTarget(triple.normalize(), error);
if (!target) {
emitError(loc, Twine("failed to lookup target: ") + error);
return std::nullopt;
}
llvm::SourceMgr srcMgr;
srcMgr.AddNewSourceBuffer(llvm::MemoryBuffer::getMemBuffer(isa), SMLoc());
const llvm::MCTargetOptions mcOptions;
std::unique_ptr<llvm::MCRegisterInfo> mri(
target->createMCRegInfo(targetTriple));
std::unique_ptr<llvm::MCAsmInfo> mai(
target->createMCAsmInfo(*mri, targetTriple, mcOptions));
std::unique_ptr<llvm::MCSubtargetInfo> sti(
target->createMCSubtargetInfo(targetTriple, chip, 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));
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 std::nullopt;
}
parser->setTargetParser(*tap);
parser->Run(false);
return std::move(result);
}
std::optional<SmallVector<char, 0>>
SerializeGPUModuleBase::compileToBinary(const std::string &serializedISA) {
// Assemble the ISA.
std::optional<SmallVector<char, 0>> isaBinary = assembleIsa(serializedISA);
if (!isaBinary) {
getOperation().emitError() << "failed during ISA assembling";
return std::nullopt;
}
// Save the ISA binary to a temp file.
int tempIsaBinaryFd = -1;
SmallString<128> tempIsaBinaryFilename;
if (llvm::sys::fs::createTemporaryFile("kernel%%", "o", tempIsaBinaryFd,
tempIsaBinaryFilename)) {
getOperation().emitError()
<< "failed to create a temporary file for dumping the ISA binary";
return std::nullopt;
}
llvm::FileRemover cleanupIsaBinary(tempIsaBinaryFilename);
{
llvm::raw_fd_ostream tempIsaBinaryOs(tempIsaBinaryFd, true);
tempIsaBinaryOs << StringRef(isaBinary->data(), isaBinary->size());
tempIsaBinaryOs.flush();
}
// Create a temp file for HSA code object.
SmallString<128> tempHsacoFilename;
if (llvm::sys::fs::createTemporaryFile("kernel", "hsaco",
tempHsacoFilename)) {
getOperation().emitError()
<< "failed to create a temporary file for the HSA code object";
return std::nullopt;
}
llvm::FileRemover cleanupHsaco(tempHsacoFilename);
llvm::SmallString<128> lldPath(toolkitPath);
llvm::sys::path::append(lldPath, "llvm", "bin", "ld.lld");
int lldResult = llvm::sys::ExecuteAndWait(
lldPath,
{"ld.lld", "-shared", tempIsaBinaryFilename, "-o", tempHsacoFilename});
if (lldResult != 0) {
getOperation().emitError() << "lld invocation failed";
return std::nullopt;
}
// Load the HSA code object.
auto hsacoFile =
llvm::MemoryBuffer::getFile(tempHsacoFilename, /*IsText=*/false);
if (!hsacoFile) {
getOperation().emitError()
<< "failed to read the HSA code object from the temp file";
return std::nullopt;
}
StringRef buffer = (*hsacoFile)->getBuffer();
return SmallVector<char, 0>(buffer.begin(), buffer.end());
}
std::optional<SmallVector<char, 0>> SerializeGPUModuleBase::moduleToObjectImpl(
const gpu::TargetOptions &targetOptions, llvm::Module &llvmModule) {
// Return LLVM IR if the compilation target is offload.
#define DEBUG_TYPE "serialize-to-llvm"
LLVM_DEBUG({
llvm::dbgs() << "LLVM IR for module: "
<< cast<gpu::GPUModuleOp>(getOperation()).getNameAttr() << "\n"
<< llvmModule << "\n";
});
#undef DEBUG_TYPE
if (targetOptions.getCompilationTarget() == gpu::CompilationTarget::Offload)
return SerializeGPUModuleBase::moduleToObject(llvmModule);
std::optional<llvm::TargetMachine *> targetMachine =
getOrCreateTargetMachine();
if (!targetMachine) {
getOperation().emitError() << "target Machine unavailable for triple "
<< triple << ", can't compile with LLVM";
return std::nullopt;
}
// Translate the Module to ISA.
std::optional<std::string> serializedISA =
translateToISA(llvmModule, **targetMachine);
if (!serializedISA) {
getOperation().emitError() << "failed translating the module to ISA";
return std::nullopt;
}
#define DEBUG_TYPE "serialize-to-isa"
LLVM_DEBUG({
llvm::dbgs() << "ISA for module: "
<< cast<gpu::GPUModuleOp>(getOperation()).getNameAttr() << "\n"
<< *serializedISA << "\n";
});
#undef DEBUG_TYPE
// Return ISA assembly code if the compilation target is assembly.
if (targetOptions.getCompilationTarget() == gpu::CompilationTarget::Assembly)
return SmallVector<char, 0>(serializedISA->begin(), serializedISA->end());
// Compiling to binary requires a valid ROCm path, fail if it's not found.
if (getToolkitPath().empty()) {
getOperation().emitError() << "invalid ROCm path, please set a valid path";
return std::nullopt;
}
// Compile to binary.
return compileToBinary(*serializedISA);
}
#if MLIR_ENABLE_ROCM_CONVERSIONS
namespace {
class AMDGPUSerializer : public SerializeGPUModuleBase {
public:
AMDGPUSerializer(Operation &module, ROCDLTargetAttr target,
const gpu::TargetOptions &targetOptions);
std::optional<SmallVector<char, 0>>
moduleToObject(llvm::Module &llvmModule) override;
private:
// Target options.
gpu::TargetOptions targetOptions;
};
} // namespace
AMDGPUSerializer::AMDGPUSerializer(Operation &module, ROCDLTargetAttr target,
const gpu::TargetOptions &targetOptions)
: SerializeGPUModuleBase(module, target, targetOptions),
targetOptions(targetOptions) {}
std::optional<SmallVector<char, 0>>
AMDGPUSerializer::moduleToObject(llvm::Module &llvmModule) {
return moduleToObjectImpl(targetOptions, llvmModule);
}
#endif // MLIR_ENABLE_ROCM_CONVERSIONS
std::optional<SmallVector<char, 0>> ROCDLTargetAttrImpl::serializeToObject(
Attribute attribute, Operation *module,
const gpu::TargetOptions &options) const {
assert(module && "The module must be non null.");
if (!module)
return std::nullopt;
if (!mlir::isa<gpu::GPUModuleOp>(module)) {
module->emitError("module must be a GPU module");
return std::nullopt;
}
#if MLIR_ENABLE_ROCM_CONVERSIONS
AMDGPUSerializer serializer(*module, cast<ROCDLTargetAttr>(attribute),
options);
serializer.init();
return serializer.run();
#else
module->emitError("the `AMDGPU` target was not built. Please enable it when "
"building LLVM");
return std::nullopt;
#endif // MLIR_ENABLE_ROCM_CONVERSIONS
}
Attribute
ROCDLTargetAttrImpl::createObject(Attribute attribute,
const SmallVector<char, 0> &object,
const gpu::TargetOptions &options) const {
gpu::CompilationTarget format = options.getCompilationTarget();
// If format is `fatbin` transform it to binary as `fatbin` is not yet
// supported.
if (format > gpu::CompilationTarget::Binary)
format = gpu::CompilationTarget::Binary;
DictionaryAttr properties{};
Builder builder(attribute.getContext());
return builder.getAttr<gpu::ObjectAttr>(
attribute, format,
builder.getStringAttr(StringRef(object.data(), object.size())),
properties);
}
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