488 lines
18 KiB
C++
488 lines
18 KiB
C++
//===- Target.cpp - MLIR LLVM ROCDL target compilation ----------*- C++ -*-===//
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//
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// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
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// See https://llvm.org/LICENSE.txt for license information.
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// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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//
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//===----------------------------------------------------------------------===//
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//
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// This files defines ROCDL target related functions including registration
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// calls for the `#rocdl.target` compilation attribute.
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//
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//===----------------------------------------------------------------------===//
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#include "mlir/Target/LLVM/ROCDL/Target.h"
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#include "mlir/Dialect/GPU/IR/GPUDialect.h"
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#include "mlir/Dialect/LLVMIR/ROCDLDialect.h"
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#include "mlir/Support/FileUtilities.h"
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#include "mlir/Target/LLVM/ROCDL/Utils.h"
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#include "mlir/Target/LLVMIR/Dialect/GPU/GPUToLLVMIRTranslation.h"
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#include "mlir/Target/LLVMIR/Dialect/LLVMIR/LLVMToLLVMIRTranslation.h"
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#include "mlir/Target/LLVMIR/Dialect/ROCDL/ROCDLToLLVMIRTranslation.h"
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#include "mlir/Target/LLVMIR/Export.h"
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#include "llvm/IR/Constants.h"
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#include "llvm/MC/MCAsmBackend.h"
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#include "llvm/MC/MCAsmInfo.h"
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#include "llvm/MC/MCCodeEmitter.h"
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#include "llvm/MC/MCContext.h"
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#include "llvm/MC/MCInstrInfo.h"
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#include "llvm/MC/MCObjectFileInfo.h"
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#include "llvm/MC/MCObjectWriter.h"
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#include "llvm/MC/MCParser/MCTargetAsmParser.h"
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#include "llvm/MC/MCRegisterInfo.h"
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#include "llvm/MC/MCStreamer.h"
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#include "llvm/MC/MCSubtargetInfo.h"
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#include "llvm/MC/TargetRegistry.h"
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#include "llvm/Support/FileSystem.h"
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#include "llvm/Support/FileUtilities.h"
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#include "llvm/Support/Path.h"
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#include "llvm/Support/Program.h"
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#include "llvm/Support/SourceMgr.h"
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#include "llvm/Support/TargetSelect.h"
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#include "llvm/TargetParser/TargetParser.h"
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#include <cstdlib>
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#include <optional>
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using namespace mlir;
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using namespace mlir::ROCDL;
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#ifndef __DEFAULT_ROCM_PATH__
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#define __DEFAULT_ROCM_PATH__ ""
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#endif
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namespace {
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// Implementation of the `TargetAttrInterface` model.
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class ROCDLTargetAttrImpl
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: public gpu::TargetAttrInterface::FallbackModel<ROCDLTargetAttrImpl> {
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public:
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std::optional<SmallVector<char, 0>>
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serializeToObject(Attribute attribute, Operation *module,
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const gpu::TargetOptions &options) const;
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Attribute createObject(Attribute attribute,
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const SmallVector<char, 0> &object,
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const gpu::TargetOptions &options) const;
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};
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} // namespace
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// Register the ROCDL dialect, the ROCDL translation and the target interface.
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void mlir::ROCDL::registerROCDLTargetInterfaceExternalModels(
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DialectRegistry ®istry) {
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registry.addExtension(+[](MLIRContext *ctx, ROCDL::ROCDLDialect *dialect) {
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ROCDLTargetAttr::attachInterface<ROCDLTargetAttrImpl>(*ctx);
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});
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}
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void mlir::ROCDL::registerROCDLTargetInterfaceExternalModels(
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MLIRContext &context) {
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DialectRegistry registry;
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registerROCDLTargetInterfaceExternalModels(registry);
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context.appendDialectRegistry(registry);
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}
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// Search for the ROCM path.
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StringRef mlir::ROCDL::getROCMPath() {
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if (const char *var = std::getenv("ROCM_PATH"))
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return var;
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if (const char *var = std::getenv("ROCM_ROOT"))
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return var;
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if (const char *var = std::getenv("ROCM_HOME"))
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return var;
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return __DEFAULT_ROCM_PATH__;
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}
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SerializeGPUModuleBase::SerializeGPUModuleBase(
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Operation &module, ROCDLTargetAttr target,
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const gpu::TargetOptions &targetOptions)
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: ModuleToObject(module, target.getTriple(), target.getChip(),
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target.getFeatures(), target.getO()),
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target(target), toolkitPath(targetOptions.getToolkitPath()),
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fileList(targetOptions.getLinkFiles()) {
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// If `targetOptions` has an empty toolkitPath use `getROCMPath`
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if (toolkitPath.empty())
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toolkitPath = getROCMPath();
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// Append the files in the target attribute.
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if (ArrayAttr files = target.getLink())
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for (Attribute attr : files.getValue())
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if (auto file = dyn_cast<StringAttr>(attr))
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fileList.push_back(file.str());
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// Append standard ROCm device bitcode libraries to the files to be loaded.
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(void)appendStandardLibs();
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}
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void SerializeGPUModuleBase::init() {
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static llvm::once_flag initializeBackendOnce;
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llvm::call_once(initializeBackendOnce, []() {
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// If the `AMDGPU` LLVM target was built, initialize it.
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#if MLIR_ROCM_CONVERSIONS_ENABLED == 1
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LLVMInitializeAMDGPUTarget();
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LLVMInitializeAMDGPUTargetInfo();
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LLVMInitializeAMDGPUTargetMC();
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LLVMInitializeAMDGPUAsmParser();
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LLVMInitializeAMDGPUAsmPrinter();
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#endif
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});
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}
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ROCDLTargetAttr SerializeGPUModuleBase::getTarget() const { return target; }
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StringRef SerializeGPUModuleBase::getToolkitPath() const { return toolkitPath; }
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ArrayRef<std::string> SerializeGPUModuleBase::getFileList() const {
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return fileList;
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}
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LogicalResult SerializeGPUModuleBase::appendStandardLibs() {
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StringRef pathRef = getToolkitPath();
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if (!pathRef.empty()) {
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SmallVector<char, 256> path;
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path.insert(path.begin(), pathRef.begin(), pathRef.end());
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llvm::sys::path::append(path, "amdgcn", "bitcode");
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pathRef = StringRef(path.data(), path.size());
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if (!llvm::sys::fs::is_directory(pathRef)) {
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getOperation().emitRemark() << "ROCm amdgcn bitcode path: " << pathRef
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<< " does not exist or is not a directory.";
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return failure();
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}
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StringRef isaVersion =
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llvm::AMDGPU::getArchNameAMDGCN(llvm::AMDGPU::parseArchAMDGCN(chip));
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isaVersion.consume_front("gfx");
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return getCommonBitcodeLibs(fileList, path, isaVersion);
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}
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return success();
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}
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std::optional<SmallVector<std::unique_ptr<llvm::Module>>>
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SerializeGPUModuleBase::loadBitcodeFiles(llvm::Module &module) {
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SmallVector<std::unique_ptr<llvm::Module>> bcFiles;
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if (failed(loadBitcodeFilesFromList(module.getContext(), fileList, bcFiles,
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true)))
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return std::nullopt;
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return std::move(bcFiles);
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}
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LogicalResult SerializeGPUModuleBase::handleBitcodeFile(llvm::Module &module) {
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// Some ROCM builds don't strip this like they should
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if (auto *openclVersion = module.getNamedMetadata("opencl.ocl.version"))
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module.eraseNamedMetadata(openclVersion);
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// Stop spamming us with clang version numbers
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if (auto *ident = module.getNamedMetadata("llvm.ident"))
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module.eraseNamedMetadata(ident);
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return success();
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}
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void SerializeGPUModuleBase::handleModulePreLink(llvm::Module &module) {
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[[maybe_unused]] std::optional<llvm::TargetMachine *> targetMachine =
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getOrCreateTargetMachine();
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assert(targetMachine && "expect a TargetMachine");
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addControlVariables(module, target.hasWave64(), target.hasDaz(),
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target.hasFiniteOnly(), target.hasUnsafeMath(),
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target.hasFastMath(), target.hasCorrectSqrt(),
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target.getAbi());
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}
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// Get the paths of ROCm device libraries.
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LogicalResult SerializeGPUModuleBase::getCommonBitcodeLibs(
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llvm::SmallVector<std::string> &libs, SmallVector<char, 256> &libPath,
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StringRef isaVersion) {
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auto addLib = [&](StringRef path) -> bool {
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if (!llvm::sys::fs::is_regular_file(path)) {
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getOperation().emitRemark() << "Bitcode library path: " << path
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<< " does not exist or is not a file.\n";
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return true;
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}
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libs.push_back(path.str());
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return false;
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};
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auto getLibPath = [&libPath](Twine lib) {
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auto baseSize = libPath.size();
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llvm::sys::path::append(libPath, lib + ".bc");
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std::string path(StringRef(libPath.data(), libPath.size()).str());
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libPath.truncate(baseSize);
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return path;
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};
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// Add ROCm device libraries. Fail if any of the libraries is not found.
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if (addLib(getLibPath("ocml")) || addLib(getLibPath("ockl")) ||
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addLib(getLibPath("hip")) || addLib(getLibPath("opencl")) ||
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addLib(getLibPath("oclc_isa_version_" + isaVersion)))
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return failure();
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return success();
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}
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void SerializeGPUModuleBase::addControlVariables(
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llvm::Module &module, bool wave64, bool daz, bool finiteOnly,
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bool unsafeMath, bool fastMath, bool correctSqrt, StringRef abiVer) {
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llvm::Type *i8Ty = llvm::Type::getInt8Ty(module.getContext());
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auto addControlVariable = [i8Ty, &module](StringRef name, bool enable) {
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llvm::GlobalVariable *controlVariable = new llvm::GlobalVariable(
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module, i8Ty, true, llvm::GlobalValue::LinkageTypes::LinkOnceODRLinkage,
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llvm::ConstantInt::get(i8Ty, enable), name, nullptr,
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llvm::GlobalValue::ThreadLocalMode::NotThreadLocal, 4);
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controlVariable->setVisibility(
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llvm::GlobalValue::VisibilityTypes::ProtectedVisibility);
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controlVariable->setAlignment(llvm::MaybeAlign(1));
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controlVariable->setUnnamedAddr(llvm::GlobalValue::UnnamedAddr::Local);
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};
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addControlVariable("__oclc_finite_only_opt", finiteOnly || fastMath);
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addControlVariable("__oclc_unsafe_math_opt", unsafeMath || fastMath);
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addControlVariable("__oclc_daz_opt", daz || fastMath);
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addControlVariable("__oclc_correctly_rounded_sqrt32",
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correctSqrt && !fastMath);
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addControlVariable("__oclc_wavefrontsize64", wave64);
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llvm::Type *i32Ty = llvm::Type::getInt32Ty(module.getContext());
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int abi = 500;
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abiVer.getAsInteger(0, abi);
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llvm::GlobalVariable *abiVersion = new llvm::GlobalVariable(
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module, i32Ty, true, llvm::GlobalValue::LinkageTypes::LinkOnceODRLinkage,
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llvm::ConstantInt::get(i32Ty, abi), "__oclc_ABI_version", nullptr,
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llvm::GlobalValue::ThreadLocalMode::NotThreadLocal, 4);
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abiVersion->setVisibility(
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llvm::GlobalValue::VisibilityTypes::ProtectedVisibility);
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abiVersion->setAlignment(llvm::MaybeAlign(4));
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abiVersion->setUnnamedAddr(llvm::GlobalValue::UnnamedAddr::Local);
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}
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std::optional<SmallVector<char, 0>>
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SerializeGPUModuleBase::assembleIsa(StringRef isa) {
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auto loc = getOperation().getLoc();
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StringRef targetTriple = this->triple;
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SmallVector<char, 0> result;
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llvm::raw_svector_ostream os(result);
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llvm::Triple triple(llvm::Triple::normalize(targetTriple));
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std::string error;
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const llvm::Target *target =
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llvm::TargetRegistry::lookupTarget(triple.normalize(), error);
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if (!target) {
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emitError(loc, Twine("failed to lookup target: ") + error);
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return std::nullopt;
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}
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llvm::SourceMgr srcMgr;
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srcMgr.AddNewSourceBuffer(llvm::MemoryBuffer::getMemBuffer(isa), SMLoc());
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const llvm::MCTargetOptions mcOptions;
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std::unique_ptr<llvm::MCRegisterInfo> mri(
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target->createMCRegInfo(targetTriple));
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std::unique_ptr<llvm::MCAsmInfo> mai(
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target->createMCAsmInfo(*mri, targetTriple, mcOptions));
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mai->setRelaxELFRelocations(true);
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std::unique_ptr<llvm::MCSubtargetInfo> sti(
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target->createMCSubtargetInfo(targetTriple, chip, features));
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llvm::MCContext ctx(triple, mai.get(), mri.get(), sti.get(), &srcMgr,
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&mcOptions);
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std::unique_ptr<llvm::MCObjectFileInfo> mofi(target->createMCObjectFileInfo(
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ctx, /*PIC=*/false, /*LargeCodeModel=*/false));
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ctx.setObjectFileInfo(mofi.get());
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SmallString<128> cwd;
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if (!llvm::sys::fs::current_path(cwd))
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ctx.setCompilationDir(cwd);
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std::unique_ptr<llvm::MCStreamer> mcStreamer;
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std::unique_ptr<llvm::MCInstrInfo> mcii(target->createMCInstrInfo());
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llvm::MCCodeEmitter *ce = target->createMCCodeEmitter(*mcii, ctx);
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llvm::MCAsmBackend *mab = target->createMCAsmBackend(*sti, *mri, mcOptions);
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mcStreamer.reset(target->createMCObjectStreamer(
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triple, ctx, std::unique_ptr<llvm::MCAsmBackend>(mab),
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mab->createObjectWriter(os), std::unique_ptr<llvm::MCCodeEmitter>(ce),
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*sti, mcOptions.MCRelaxAll, mcOptions.MCIncrementalLinkerCompatible,
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/*DWARFMustBeAtTheEnd*/ false));
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mcStreamer->setUseAssemblerInfoForParsing(true);
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std::unique_ptr<llvm::MCAsmParser> parser(
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createMCAsmParser(srcMgr, ctx, *mcStreamer, *mai));
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std::unique_ptr<llvm::MCTargetAsmParser> tap(
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target->createMCAsmParser(*sti, *parser, *mcii, mcOptions));
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if (!tap) {
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emitError(loc, "assembler initialization error");
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return {};
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}
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parser->setTargetParser(*tap);
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parser->Run(false);
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return result;
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}
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#if MLIR_ROCM_CONVERSIONS_ENABLED == 1
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namespace {
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class AMDGPUSerializer : public SerializeGPUModuleBase {
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public:
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AMDGPUSerializer(Operation &module, ROCDLTargetAttr target,
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const gpu::TargetOptions &targetOptions);
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gpu::GPUModuleOp getOperation();
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// Compile to HSA.
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std::optional<SmallVector<char, 0>>
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compileToBinary(const std::string &serializedISA);
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std::optional<SmallVector<char, 0>>
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moduleToObject(llvm::Module &llvmModule) override;
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private:
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// Target options.
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gpu::TargetOptions targetOptions;
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};
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} // namespace
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AMDGPUSerializer::AMDGPUSerializer(Operation &module, ROCDLTargetAttr target,
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const gpu::TargetOptions &targetOptions)
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: SerializeGPUModuleBase(module, target, targetOptions),
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targetOptions(targetOptions) {}
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gpu::GPUModuleOp AMDGPUSerializer::getOperation() {
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return dyn_cast<gpu::GPUModuleOp>(&SerializeGPUModuleBase::getOperation());
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}
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std::optional<SmallVector<char, 0>>
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AMDGPUSerializer::compileToBinary(const std::string &serializedISA) {
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// Assemble the ISA.
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std::optional<SmallVector<char, 0>> isaBinary = assembleIsa(serializedISA);
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if (!isaBinary) {
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getOperation().emitError() << "Failed during ISA assembling.";
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return std::nullopt;
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}
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// Save the ISA binary to a temp file.
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int tempIsaBinaryFd = -1;
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SmallString<128> tempIsaBinaryFilename;
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if (llvm::sys::fs::createTemporaryFile("kernel%%", "o", tempIsaBinaryFd,
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tempIsaBinaryFilename)) {
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getOperation().emitError()
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<< "Failed to create a temporary file for dumping the ISA binary.";
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return std::nullopt;
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}
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llvm::FileRemover cleanupIsaBinary(tempIsaBinaryFilename);
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{
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llvm::raw_fd_ostream tempIsaBinaryOs(tempIsaBinaryFd, true);
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tempIsaBinaryOs << StringRef(isaBinary->data(), isaBinary->size());
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tempIsaBinaryOs.flush();
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}
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// Create a temp file for HSA code object.
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SmallString<128> tempHsacoFilename;
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if (llvm::sys::fs::createTemporaryFile("kernel", "hsaco",
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tempHsacoFilename)) {
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getOperation().emitError()
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<< "Failed to create a temporary file for the HSA code object.";
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return std::nullopt;
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}
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llvm::FileRemover cleanupHsaco(tempHsacoFilename);
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llvm::SmallString<128> lldPath(toolkitPath);
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llvm::sys::path::append(lldPath, "llvm", "bin", "ld.lld");
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int lldResult = llvm::sys::ExecuteAndWait(
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lldPath,
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{"ld.lld", "-shared", tempIsaBinaryFilename, "-o", tempHsacoFilename});
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if (lldResult != 0) {
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getOperation().emitError() << "lld invocation failed.";
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return std::nullopt;
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}
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// Load the HSA code object.
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auto hsacoFile =
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llvm::MemoryBuffer::getFile(tempHsacoFilename, /*IsText=*/false);
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if (!hsacoFile) {
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getOperation().emitError()
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<< "Failed to read the HSA code object from the temp file.";
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return std::nullopt;
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}
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StringRef buffer = (*hsacoFile)->getBuffer();
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return SmallVector<char, 0>(buffer.begin(), buffer.end());
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}
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std::optional<SmallVector<char, 0>>
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AMDGPUSerializer::moduleToObject(llvm::Module &llvmModule) {
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// Return LLVM IR if the compilation target is offload.
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#define DEBUG_TYPE "serialize-to-llvm"
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LLVM_DEBUG({
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llvm::dbgs() << "LLVM IR for module: " << getOperation().getNameAttr()
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<< "\n"
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<< llvmModule << "\n";
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});
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#undef DEBUG_TYPE
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if (targetOptions.getCompilationTarget() == gpu::CompilationTarget::Offload)
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return SerializeGPUModuleBase::moduleToObject(llvmModule);
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std::optional<llvm::TargetMachine *> targetMachine =
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getOrCreateTargetMachine();
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if (!targetMachine) {
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getOperation().emitError() << "Target Machine unavailable for triple "
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<< triple << ", can't compile with LLVM\n";
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return std::nullopt;
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}
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// Translate the Module to ISA.
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std::optional<std::string> serializedISA =
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translateToISA(llvmModule, **targetMachine);
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if (!serializedISA) {
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getOperation().emitError() << "Failed translating the module to ISA.";
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return std::nullopt;
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}
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#define DEBUG_TYPE "serialize-to-isa"
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LLVM_DEBUG({
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llvm::dbgs() << "ISA for module: " << getOperation().getNameAttr() << "\n"
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<< *serializedISA << "\n";
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});
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#undef DEBUG_TYPE
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// Return ISA assembly code if the compilation target is assembly.
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if (targetOptions.getCompilationTarget() == gpu::CompilationTarget::Assembly)
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return SmallVector<char, 0>(serializedISA->begin(), serializedISA->end());
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// Compile to binary.
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return compileToBinary(*serializedISA);
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}
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#endif // MLIR_ROCM_CONVERSIONS_ENABLED
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std::optional<SmallVector<char, 0>> ROCDLTargetAttrImpl::serializeToObject(
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Attribute attribute, Operation *module,
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const gpu::TargetOptions &options) const {
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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_ROCM_CONVERSIONS_ENABLED == 1
|
|
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_ROCM_CONVERSIONS_ENABLED == 1
|
|
}
|
|
|
|
Attribute
|
|
ROCDLTargetAttrImpl::createObject(Attribute attribute,
|
|
const SmallVector<char, 0> &object,
|
|
const gpu::TargetOptions &options) const {
|
|
gpu::CompilationTarget format = options.getCompilationTarget();
|
|
Builder builder(attribute.getContext());
|
|
return builder.getAttr<gpu::ObjectAttr>(
|
|
attribute,
|
|
format > gpu::CompilationTarget::Binary ? gpu::CompilationTarget::Binary
|
|
: format,
|
|
builder.getStringAttr(StringRef(object.data(), object.size())), nullptr);
|
|
}
|