Files
clang-p2996/mlir/lib/Dialect/GPU/Transforms/SerializeToHsaco.cpp
River Riddle 5e50dd048e [mlir] Rework the implementation of TypeID
This commit restructures how TypeID is implemented to ideally avoid
the current problems related to shared libraries. This is done by changing
the "implicit" fallback path to use the name of the type, instead of using
a static template variable (which breaks shared libraries). The major downside to this
is that it adds some additional initialization costs for the implicit path. Given the
use of type names for uniqueness in the fallback, we also no longer allow types
defined in anonymous namespaces to have an implicit TypeID. To simplify defining
an ID for these classes, a new `MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID` macro
was added to allow for explicitly defining a TypeID directly on an internal class.

To help identify when types are using the fallback, `-debug-only=typeid` can be
used to log which types are using implicit ids.

This change generally only requires changes to the test passes, which are all defined
in anonymous namespaces, and thus can't use the fallback any longer.

Differential Revision: https://reviews.llvm.org/D122775
2022-04-04 13:52:26 -07:00

494 lines
18 KiB
C++

//===- 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/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/WithColor.h"
#include "llvm/Target/TargetMachine.h"
#include "llvm/Target/TargetOptions.h"
#include "llvm/Transforms/IPO/Internalize.h"
#include <mutex>
using namespace mlir;
namespace {
class SerializeToHsacoPass
: public PassWrapper<SerializeToHsacoPass, gpu::SerializeToBlobPass> {
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<int> optLevel{
*this, "opt-level",
llvm::cl::desc("Optimization level for HSACO compilation"),
llvm::cl::init(2)};
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;
/// Adds LLVM optimization passes
LogicalResult optimizeLlvm(llvm::Module &llvmModule,
llvm::TargetMachine &targetMachine) override;
private:
void getDependentDialects(DialectRegistry &registry) const override;
// Loads LLVM bitcode libraries
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();
}
SerializeToHsacoPass::SerializeToHsacoPass(StringRef triple, StringRef arch,
StringRef features, int optLevel) {
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 &registry) const {
registerROCDLDialectTranslation(registry);
gpu::SerializeToBlobPass::getDependentDialects(registry);
}
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 llvm::None;
}
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 llvm::None;
}
// 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 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);
}
// 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");
Optional<SmallVector<std::unique_ptr<llvm::Module>, 3>> mbModules;
std::string theRocmPath = getRocmPath();
llvm::SmallString<32> bitcodePath(std::move(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.getValue()) {
// 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;
}
LogicalResult
SerializeToHsacoPass::optimizeLlvm(llvm::Module &llvmModule,
llvm::TargetMachine &targetMachine) {
int optLevel = this->optLevel.getValue();
if (optLevel < 0 || optLevel > 3)
return getOperation().emitError()
<< "Invalid HSA optimization level" << optLevel << "\n";
targetMachine.setOptLevel(static_cast<llvm::CodeGenOpt::Level>(optLevel));
auto transformer =
makeOptimizingTransformer(optLevel, /*sizeLevel=*/0, &targetMachine);
auto error = transformer(&llvmModule);
if (error) {
InFlightDiagnostic mlirError = getOperation()->emitError();
llvm::handleAllErrors(
std::move(error), [&mlirError](const llvm::ErrorInfoBase &ei) {
mlirError << "Could not optimize LLVM IR: " << ei.message() << "\n";
});
return mlirError;
}
return success();
}
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(std::move(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(
[] {
// Initialize LLVM AMDGPU backend.
LLVMInitializeAMDGPUAsmParser();
LLVMInitializeAMDGPUAsmPrinter();
LLVMInitializeAMDGPUTarget();
LLVMInitializeAMDGPUTargetInfo();
LLVMInitializeAMDGPUTargetMC();
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