forked from OSchip/llvm-project
406 lines
16 KiB
C++
406 lines
16 KiB
C++
//===- jit-runner.cpp - MLIR CPU Execution Driver Library -----------------===//
|
|
//
|
|
// 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 is a library that provides a shared implementation for command line
|
|
// utilities that execute an MLIR file on the CPU by translating MLIR to LLVM
|
|
// IR before JIT-compiling and executing the latter.
|
|
//
|
|
// The translation can be customized by providing an MLIR to MLIR
|
|
// transformation.
|
|
//===----------------------------------------------------------------------===//
|
|
|
|
#include "mlir/ExecutionEngine/JitRunner.h"
|
|
|
|
#include "mlir/Dialect/LLVMIR/LLVMDialect.h"
|
|
#include "mlir/ExecutionEngine/ExecutionEngine.h"
|
|
#include "mlir/ExecutionEngine/OptUtils.h"
|
|
#include "mlir/IR/BuiltinTypes.h"
|
|
#include "mlir/IR/MLIRContext.h"
|
|
#include "mlir/Parser/Parser.h"
|
|
#include "mlir/Support/FileUtilities.h"
|
|
|
|
#include "llvm/ADT/STLExtras.h"
|
|
#include "llvm/ExecutionEngine/Orc/JITTargetMachineBuilder.h"
|
|
#include "llvm/IR/IRBuilder.h"
|
|
#include "llvm/IR/LLVMContext.h"
|
|
#include "llvm/IR/LegacyPassNameParser.h"
|
|
#include "llvm/Support/CommandLine.h"
|
|
#include "llvm/Support/FileUtilities.h"
|
|
#include "llvm/Support/SourceMgr.h"
|
|
#include "llvm/Support/StringSaver.h"
|
|
#include "llvm/Support/ToolOutputFile.h"
|
|
#include <cstdint>
|
|
#include <numeric>
|
|
|
|
using namespace mlir;
|
|
using llvm::Error;
|
|
|
|
namespace {
|
|
/// This options struct prevents the need for global static initializers, and
|
|
/// is only initialized if the JITRunner is invoked.
|
|
struct Options {
|
|
llvm::cl::opt<std::string> inputFilename{llvm::cl::Positional,
|
|
llvm::cl::desc("<input file>"),
|
|
llvm::cl::init("-")};
|
|
llvm::cl::opt<std::string> mainFuncName{
|
|
"e", llvm::cl::desc("The function to be called"),
|
|
llvm::cl::value_desc("<function name>"), llvm::cl::init("main")};
|
|
llvm::cl::opt<std::string> mainFuncType{
|
|
"entry-point-result",
|
|
llvm::cl::desc("Textual description of the function type to be called"),
|
|
llvm::cl::value_desc("f32 | i32 | i64 | void"), llvm::cl::init("f32")};
|
|
|
|
llvm::cl::OptionCategory optFlags{"opt-like flags"};
|
|
|
|
// CLI list of pass information
|
|
llvm::cl::list<const llvm::PassInfo *, bool, llvm::PassNameParser> llvmPasses{
|
|
llvm::cl::desc("LLVM optimizing passes to run"), llvm::cl::cat(optFlags)};
|
|
|
|
// CLI variables for -On options.
|
|
llvm::cl::opt<bool> optO0{"O0",
|
|
llvm::cl::desc("Run opt passes and codegen at O0"),
|
|
llvm::cl::cat(optFlags)};
|
|
llvm::cl::opt<bool> optO1{"O1",
|
|
llvm::cl::desc("Run opt passes and codegen at O1"),
|
|
llvm::cl::cat(optFlags)};
|
|
llvm::cl::opt<bool> optO2{"O2",
|
|
llvm::cl::desc("Run opt passes and codegen at O2"),
|
|
llvm::cl::cat(optFlags)};
|
|
llvm::cl::opt<bool> optO3{"O3",
|
|
llvm::cl::desc("Run opt passes and codegen at O3"),
|
|
llvm::cl::cat(optFlags)};
|
|
|
|
llvm::cl::OptionCategory clOptionsCategory{"linking options"};
|
|
llvm::cl::list<std::string> clSharedLibs{
|
|
"shared-libs", llvm::cl::desc("Libraries to link dynamically"),
|
|
llvm::cl::ZeroOrMore, llvm::cl::MiscFlags::CommaSeparated,
|
|
llvm::cl::cat(clOptionsCategory)};
|
|
|
|
/// CLI variables for debugging.
|
|
llvm::cl::opt<bool> dumpObjectFile{
|
|
"dump-object-file",
|
|
llvm::cl::desc("Dump JITted-compiled object to file specified with "
|
|
"-object-filename (<input file>.o by default).")};
|
|
|
|
llvm::cl::opt<std::string> objectFilename{
|
|
"object-filename",
|
|
llvm::cl::desc("Dump JITted-compiled object to file <input file>.o")};
|
|
};
|
|
|
|
struct CompileAndExecuteConfig {
|
|
/// LLVM module transformer that is passed to ExecutionEngine.
|
|
llvm::function_ref<llvm::Error(llvm::Module *)> transformer;
|
|
|
|
/// A custom function that is passed to ExecutionEngine. It processes MLIR
|
|
/// module and creates LLVM IR module.
|
|
llvm::function_ref<std::unique_ptr<llvm::Module>(ModuleOp,
|
|
llvm::LLVMContext &)>
|
|
llvmModuleBuilder;
|
|
|
|
/// A custom function that is passed to ExecutinEngine to register symbols at
|
|
/// runtime.
|
|
llvm::function_ref<llvm::orc::SymbolMap(llvm::orc::MangleAndInterner)>
|
|
runtimeSymbolMap;
|
|
};
|
|
|
|
} // namespace
|
|
|
|
static OwningOpRef<ModuleOp> parseMLIRInput(StringRef inputFilename,
|
|
MLIRContext *context) {
|
|
// Set up the input file.
|
|
std::string errorMessage;
|
|
auto file = openInputFile(inputFilename, &errorMessage);
|
|
if (!file) {
|
|
llvm::errs() << errorMessage << "\n";
|
|
return nullptr;
|
|
}
|
|
|
|
llvm::SourceMgr sourceMgr;
|
|
sourceMgr.AddNewSourceBuffer(std::move(file), SMLoc());
|
|
return parseSourceFile<ModuleOp>(sourceMgr, context);
|
|
}
|
|
|
|
static inline Error makeStringError(const Twine &message) {
|
|
return llvm::make_error<llvm::StringError>(message.str(),
|
|
llvm::inconvertibleErrorCode());
|
|
}
|
|
|
|
static Optional<unsigned> getCommandLineOptLevel(Options &options) {
|
|
Optional<unsigned> optLevel;
|
|
SmallVector<std::reference_wrapper<llvm::cl::opt<bool>>, 4> optFlags{
|
|
options.optO0, options.optO1, options.optO2, options.optO3};
|
|
|
|
// Determine if there is an optimization flag present.
|
|
for (unsigned j = 0; j < 4; ++j) {
|
|
auto &flag = optFlags[j].get();
|
|
if (flag) {
|
|
optLevel = j;
|
|
break;
|
|
}
|
|
}
|
|
return optLevel;
|
|
}
|
|
|
|
// JIT-compile the given module and run "entryPoint" with "args" as arguments.
|
|
static Error compileAndExecute(Options &options, ModuleOp module,
|
|
StringRef entryPoint,
|
|
CompileAndExecuteConfig config, void **args) {
|
|
Optional<llvm::CodeGenOpt::Level> jitCodeGenOptLevel;
|
|
if (auto clOptLevel = getCommandLineOptLevel(options))
|
|
jitCodeGenOptLevel =
|
|
static_cast<llvm::CodeGenOpt::Level>(clOptLevel.getValue());
|
|
|
|
// If shared library implements custom mlir-runner library init and destroy
|
|
// functions, we'll use them to register the library with the execution
|
|
// engine. Otherwise we'll pass library directly to the execution engine.
|
|
SmallVector<SmallString<256>, 4> libPaths;
|
|
|
|
// Use absolute library path so that gdb can find the symbol table.
|
|
transform(
|
|
options.clSharedLibs, std::back_inserter(libPaths),
|
|
[](std::string libPath) {
|
|
SmallString<256> absPath(libPath.begin(), libPath.end());
|
|
cantFail(llvm::errorCodeToError(llvm::sys::fs::make_absolute(absPath)));
|
|
return absPath;
|
|
});
|
|
|
|
// Libraries that we'll pass to the ExecutionEngine for loading.
|
|
SmallVector<StringRef, 4> executionEngineLibs;
|
|
|
|
using MlirRunnerInitFn = void (*)(llvm::StringMap<void *> &);
|
|
using MlirRunnerDestroyFn = void (*)();
|
|
|
|
llvm::StringMap<void *> exportSymbols;
|
|
SmallVector<MlirRunnerDestroyFn> destroyFns;
|
|
|
|
// Handle libraries that do support mlir-runner init/destroy callbacks.
|
|
for (auto &libPath : libPaths) {
|
|
auto lib = llvm::sys::DynamicLibrary::getPermanentLibrary(libPath.c_str());
|
|
void *initSym = lib.getAddressOfSymbol("__mlir_runner_init");
|
|
void *destroySim = lib.getAddressOfSymbol("__mlir_runner_destroy");
|
|
|
|
// Library does not support mlir runner, load it with ExecutionEngine.
|
|
if (!initSym || !destroySim) {
|
|
executionEngineLibs.push_back(libPath);
|
|
continue;
|
|
}
|
|
|
|
auto initFn = reinterpret_cast<MlirRunnerInitFn>(initSym);
|
|
initFn(exportSymbols);
|
|
|
|
auto destroyFn = reinterpret_cast<MlirRunnerDestroyFn>(destroySim);
|
|
destroyFns.push_back(destroyFn);
|
|
}
|
|
|
|
// Build a runtime symbol map from the config and exported symbols.
|
|
auto runtimeSymbolMap = [&](llvm::orc::MangleAndInterner interner) {
|
|
auto symbolMap = config.runtimeSymbolMap ? config.runtimeSymbolMap(interner)
|
|
: llvm::orc::SymbolMap();
|
|
for (auto &exportSymbol : exportSymbols)
|
|
symbolMap[interner(exportSymbol.getKey())] =
|
|
llvm::JITEvaluatedSymbol::fromPointer(exportSymbol.getValue());
|
|
return symbolMap;
|
|
};
|
|
|
|
mlir::ExecutionEngineOptions engineOptions;
|
|
engineOptions.llvmModuleBuilder = config.llvmModuleBuilder;
|
|
engineOptions.transformer = config.transformer;
|
|
engineOptions.jitCodeGenOptLevel = jitCodeGenOptLevel;
|
|
engineOptions.sharedLibPaths = executionEngineLibs;
|
|
engineOptions.enableObjectCache = true;
|
|
auto expectedEngine = mlir::ExecutionEngine::create(module, engineOptions);
|
|
if (!expectedEngine)
|
|
return expectedEngine.takeError();
|
|
|
|
auto engine = std::move(*expectedEngine);
|
|
engine->registerSymbols(runtimeSymbolMap);
|
|
|
|
auto expectedFPtr = engine->lookupPacked(entryPoint);
|
|
if (!expectedFPtr)
|
|
return expectedFPtr.takeError();
|
|
|
|
if (options.dumpObjectFile)
|
|
engine->dumpToObjectFile(options.objectFilename.empty()
|
|
? options.inputFilename + ".o"
|
|
: options.objectFilename);
|
|
|
|
void (*fptr)(void **) = *expectedFPtr;
|
|
(*fptr)(args);
|
|
|
|
// Run all dynamic library destroy callbacks to prepare for the shutdown.
|
|
llvm::for_each(destroyFns, [](MlirRunnerDestroyFn destroy) { destroy(); });
|
|
|
|
return Error::success();
|
|
}
|
|
|
|
static Error compileAndExecuteVoidFunction(Options &options, ModuleOp module,
|
|
StringRef entryPoint,
|
|
CompileAndExecuteConfig config) {
|
|
auto mainFunction = module.lookupSymbol<LLVM::LLVMFuncOp>(entryPoint);
|
|
if (!mainFunction || mainFunction.empty())
|
|
return makeStringError("entry point not found");
|
|
void *empty = nullptr;
|
|
return compileAndExecute(options, module, entryPoint, config, &empty);
|
|
}
|
|
|
|
template <typename Type>
|
|
Error checkCompatibleReturnType(LLVM::LLVMFuncOp mainFunction);
|
|
template <>
|
|
Error checkCompatibleReturnType<int32_t>(LLVM::LLVMFuncOp mainFunction) {
|
|
auto resultType = mainFunction.getFunctionType()
|
|
.cast<LLVM::LLVMFunctionType>()
|
|
.getReturnType()
|
|
.dyn_cast<IntegerType>();
|
|
if (!resultType || resultType.getWidth() != 32)
|
|
return makeStringError("only single i32 function result supported");
|
|
return Error::success();
|
|
}
|
|
template <>
|
|
Error checkCompatibleReturnType<int64_t>(LLVM::LLVMFuncOp mainFunction) {
|
|
auto resultType = mainFunction.getFunctionType()
|
|
.cast<LLVM::LLVMFunctionType>()
|
|
.getReturnType()
|
|
.dyn_cast<IntegerType>();
|
|
if (!resultType || resultType.getWidth() != 64)
|
|
return makeStringError("only single i64 function result supported");
|
|
return Error::success();
|
|
}
|
|
template <>
|
|
Error checkCompatibleReturnType<float>(LLVM::LLVMFuncOp mainFunction) {
|
|
if (!mainFunction.getFunctionType()
|
|
.cast<LLVM::LLVMFunctionType>()
|
|
.getReturnType()
|
|
.isa<Float32Type>())
|
|
return makeStringError("only single f32 function result supported");
|
|
return Error::success();
|
|
}
|
|
template <typename Type>
|
|
Error compileAndExecuteSingleReturnFunction(Options &options, ModuleOp module,
|
|
StringRef entryPoint,
|
|
CompileAndExecuteConfig config) {
|
|
auto mainFunction = module.lookupSymbol<LLVM::LLVMFuncOp>(entryPoint);
|
|
if (!mainFunction || mainFunction.isExternal())
|
|
return makeStringError("entry point not found");
|
|
|
|
if (mainFunction.getFunctionType()
|
|
.cast<LLVM::LLVMFunctionType>()
|
|
.getNumParams() != 0)
|
|
return makeStringError("function inputs not supported");
|
|
|
|
if (Error error = checkCompatibleReturnType<Type>(mainFunction))
|
|
return error;
|
|
|
|
Type res;
|
|
struct {
|
|
void *data;
|
|
} data;
|
|
data.data = &res;
|
|
if (auto error = compileAndExecute(options, module, entryPoint, config,
|
|
(void **)&data))
|
|
return error;
|
|
|
|
// Intentional printing of the output so we can test.
|
|
llvm::outs() << res << '\n';
|
|
|
|
return Error::success();
|
|
}
|
|
|
|
/// Entry point for all CPU runners. Expects the common argc/argv arguments for
|
|
/// standard C++ main functions.
|
|
int mlir::JitRunnerMain(int argc, char **argv, const DialectRegistry ®istry,
|
|
JitRunnerConfig config) {
|
|
// Create the options struct containing the command line options for the
|
|
// runner. This must come before the command line options are parsed.
|
|
Options options;
|
|
llvm::cl::ParseCommandLineOptions(argc, argv, "MLIR CPU execution driver\n");
|
|
|
|
Optional<unsigned> optLevel = getCommandLineOptLevel(options);
|
|
SmallVector<std::reference_wrapper<llvm::cl::opt<bool>>, 4> optFlags{
|
|
options.optO0, options.optO1, options.optO2, options.optO3};
|
|
unsigned optCLIPosition = 0;
|
|
// Determine if there is an optimization flag present, and its CLI position
|
|
// (optCLIPosition).
|
|
for (unsigned j = 0; j < 4; ++j) {
|
|
auto &flag = optFlags[j].get();
|
|
if (flag) {
|
|
optCLIPosition = flag.getPosition();
|
|
break;
|
|
}
|
|
}
|
|
// Generate vector of pass information, plus the index at which we should
|
|
// insert any optimization passes in that vector (optPosition).
|
|
SmallVector<const llvm::PassInfo *, 4> passes;
|
|
unsigned optPosition = 0;
|
|
for (unsigned i = 0, e = options.llvmPasses.size(); i < e; ++i) {
|
|
passes.push_back(options.llvmPasses[i]);
|
|
if (optCLIPosition < options.llvmPasses.getPosition(i)) {
|
|
optPosition = i;
|
|
optCLIPosition = UINT_MAX; // To ensure we never insert again
|
|
}
|
|
}
|
|
|
|
MLIRContext context(registry);
|
|
|
|
auto m = parseMLIRInput(options.inputFilename, &context);
|
|
if (!m) {
|
|
llvm::errs() << "could not parse the input IR\n";
|
|
return 1;
|
|
}
|
|
|
|
if (config.mlirTransformer)
|
|
if (failed(config.mlirTransformer(m.get())))
|
|
return EXIT_FAILURE;
|
|
|
|
auto tmBuilderOrError = llvm::orc::JITTargetMachineBuilder::detectHost();
|
|
if (!tmBuilderOrError) {
|
|
llvm::errs() << "Failed to create a JITTargetMachineBuilder for the host\n";
|
|
return EXIT_FAILURE;
|
|
}
|
|
auto tmOrError = tmBuilderOrError->createTargetMachine();
|
|
if (!tmOrError) {
|
|
llvm::errs() << "Failed to create a TargetMachine for the host\n";
|
|
return EXIT_FAILURE;
|
|
}
|
|
|
|
auto transformer = mlir::makeLLVMPassesTransformer(
|
|
passes, optLevel, /*targetMachine=*/tmOrError->get(), optPosition);
|
|
|
|
CompileAndExecuteConfig compileAndExecuteConfig;
|
|
compileAndExecuteConfig.transformer = transformer;
|
|
compileAndExecuteConfig.llvmModuleBuilder = config.llvmModuleBuilder;
|
|
compileAndExecuteConfig.runtimeSymbolMap = config.runtimesymbolMap;
|
|
|
|
// Get the function used to compile and execute the module.
|
|
using CompileAndExecuteFnT =
|
|
Error (*)(Options &, ModuleOp, StringRef, CompileAndExecuteConfig);
|
|
auto compileAndExecuteFn =
|
|
StringSwitch<CompileAndExecuteFnT>(options.mainFuncType.getValue())
|
|
.Case("i32", compileAndExecuteSingleReturnFunction<int32_t>)
|
|
.Case("i64", compileAndExecuteSingleReturnFunction<int64_t>)
|
|
.Case("f32", compileAndExecuteSingleReturnFunction<float>)
|
|
.Case("void", compileAndExecuteVoidFunction)
|
|
.Default(nullptr);
|
|
|
|
Error error = compileAndExecuteFn
|
|
? compileAndExecuteFn(options, m.get(),
|
|
options.mainFuncName.getValue(),
|
|
compileAndExecuteConfig)
|
|
: makeStringError("unsupported function type");
|
|
|
|
int exitCode = EXIT_SUCCESS;
|
|
llvm::handleAllErrors(std::move(error),
|
|
[&exitCode](const llvm::ErrorInfoBase &info) {
|
|
llvm::errs() << "Error: ";
|
|
info.log(llvm::errs());
|
|
llvm::errs() << '\n';
|
|
exitCode = EXIT_FAILURE;
|
|
});
|
|
|
|
return exitCode;
|
|
}
|