JitRunner.cpp
12.1 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
//===- 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/MLIRContext.h"
#include "mlir/IR/Module.h"
#include "mlir/IR/StandardTypes.h"
#include "mlir/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/IR/Module.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")};
};
} // end anonymous namespace
static OwningModuleRef 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), llvm::SMLoc());
return OwningModuleRef(parseSourceFile(sourceMgr, context));
}
static inline Error make_string_error(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,
std::function<llvm::Error(llvm::Module *)> transformer,
void **args) {
Optional<llvm::CodeGenOpt::Level> jitCodeGenOptLevel;
if (auto clOptLevel = getCommandLineOptLevel(options))
jitCodeGenOptLevel =
static_cast<llvm::CodeGenOpt::Level>(clOptLevel.getValue());
SmallVector<StringRef, 4> libs(options.clSharedLibs.begin(),
options.clSharedLibs.end());
auto expectedEngine = mlir::ExecutionEngine::create(module, transformer,
jitCodeGenOptLevel, libs);
if (!expectedEngine)
return expectedEngine.takeError();
auto engine = std::move(*expectedEngine);
auto expectedFPtr = engine->lookup(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);
return Error::success();
}
static Error compileAndExecuteVoidFunction(
Options &options, ModuleOp module, StringRef entryPoint,
std::function<llvm::Error(llvm::Module *)> transformer) {
auto mainFunction = module.lookupSymbol<LLVM::LLVMFuncOp>(entryPoint);
if (!mainFunction || mainFunction.empty())
return make_string_error("entry point not found");
void *empty = nullptr;
return compileAndExecute(options, module, entryPoint, transformer, &empty);
}
template <typename Type>
Error checkCompatibleReturnType(LLVM::LLVMFuncOp mainFunction);
template <>
Error checkCompatibleReturnType<int32_t>(LLVM::LLVMFuncOp mainFunction) {
if (!mainFunction.getType().getFunctionResultType().isIntegerTy(32))
return make_string_error("only single llvm.i32 function result supported");
return Error::success();
}
template <>
Error checkCompatibleReturnType<int64_t>(LLVM::LLVMFuncOp mainFunction) {
if (!mainFunction.getType().getFunctionResultType().isIntegerTy(64))
return make_string_error("only single llvm.i64 function result supported");
return Error::success();
}
template <>
Error checkCompatibleReturnType<float>(LLVM::LLVMFuncOp mainFunction) {
if (!mainFunction.getType().getFunctionResultType().isFloatTy())
return make_string_error("only single llvm.f32 function result supported");
return Error::success();
}
template <typename Type>
Error compileAndExecuteSingleReturnFunction(
Options &options, ModuleOp module, StringRef entryPoint,
std::function<llvm::Error(llvm::Module *)> transformer) {
auto mainFunction = module.lookupSymbol<LLVM::LLVMFuncOp>(entryPoint);
if (!mainFunction || mainFunction.isExternal())
return make_string_error("entry point not found");
if (mainFunction.getType().getFunctionNumParams() != 0)
return make_string_error("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, transformer,
(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 and an mlirTransformer.
/// The latter is applied after parsing the input into MLIR IR and
/// before passing the MLIR module to the ExecutionEngine.
int mlir::JitRunnerMain(
int argc, char **argv,
function_ref<LogicalResult(mlir::ModuleOp)> mlirTransformer) {
// 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(/*loadAllDialects=*/false);
registerAllDialects(&context);
auto m = parseMLIRInput(options.inputFilename, &context);
if (!m) {
llvm::errs() << "could not parse the input IR\n";
return 1;
}
if (mlirTransformer)
if (failed(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);
// Get the function used to compile and execute the module.
using CompileAndExecuteFnT =
Error (*)(Options &, ModuleOp, StringRef,
std::function<llvm::Error(llvm::Module *)>);
auto compileAndExecuteFn =
llvm::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(), transformer)
: make_string_error("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;
}