[mlir][ROCDL] Adds the ROCDL target attribute.

**For an explanation of these patches see D154153.**

Commit message:
This patch adds the ROCDL target attribute for serializing GPU modules into
strings containing HSAco.

Depends on D154117

Reviewed By: mehdi_amini, krzysz00

Differential Revision: https://reviews.llvm.org/D154129
This commit is contained in:
Fabian Mora 2023-08-11 19:43:13 +00:00
parent 099f4e236c
commit 6a0feb1503
13 changed files with 966 additions and 0 deletions

View File

@ -62,4 +62,6 @@ add_mlir_dialect(ROCDLOps rocdl)
add_mlir_doc(ROCDLOps ROCDLDialect Dialects/ -gen-dialect-doc -dialect=rocdl) add_mlir_doc(ROCDLOps ROCDLDialect Dialects/ -gen-dialect-doc -dialect=rocdl)
set(LLVM_TARGET_DEFINITIONS ROCDLOps.td) set(LLVM_TARGET_DEFINITIONS ROCDLOps.td)
mlir_tablegen(ROCDLConversions.inc -gen-llvmir-conversions) mlir_tablegen(ROCDLConversions.inc -gen-llvmir-conversions)
mlir_tablegen(ROCDLOpsAttributes.h.inc -gen-attrdef-decls -attrdefs-dialect=rocdl)
mlir_tablegen(ROCDLOpsAttributes.cpp.inc -gen-attrdef-defs -attrdefs-dialect=rocdl)
add_public_tablegen_target(MLIRROCDLConversionsIncGen) add_public_tablegen_target(MLIRROCDLConversionsIncGen)

View File

@ -23,12 +23,16 @@
#define MLIR_DIALECT_LLVMIR_ROCDLDIALECT_H_ #define MLIR_DIALECT_LLVMIR_ROCDLDIALECT_H_
#include "mlir/Bytecode/BytecodeOpInterface.h" #include "mlir/Bytecode/BytecodeOpInterface.h"
#include "mlir/Dialect/GPU/IR/CompilationInterfaces.h"
#include "mlir/Dialect/LLVMIR/LLVMDialect.h" #include "mlir/Dialect/LLVMIR/LLVMDialect.h"
#include "mlir/IR/Dialect.h" #include "mlir/IR/Dialect.h"
#include "mlir/IR/OpDefinition.h" #include "mlir/IR/OpDefinition.h"
#include "mlir/Interfaces/SideEffectInterfaces.h" #include "mlir/Interfaces/SideEffectInterfaces.h"
///// Ops ///// ///// Ops /////
#define GET_ATTRDEF_CLASSES
#include "mlir/Dialect/LLVMIR/ROCDLOpsAttributes.h.inc"
#define GET_OP_CLASSES #define GET_OP_CLASSES
#include "mlir/Dialect/LLVMIR/ROCDLOps.h.inc" #include "mlir/Dialect/LLVMIR/ROCDLOps.h.inc"

View File

@ -13,6 +13,7 @@
#ifndef ROCDLIR_OPS #ifndef ROCDLIR_OPS
#define ROCDLIR_OPS #define ROCDLIR_OPS
include "mlir/Dialect/GPU/IR/CompilationAttrInterfaces.td"
include "mlir/Dialect/LLVMIR/LLVMOpBase.td" include "mlir/Dialect/LLVMIR/LLVMOpBase.td"
include "mlir/Interfaces/SideEffectInterfaces.td" include "mlir/Interfaces/SideEffectInterfaces.td"
@ -44,8 +45,20 @@ def ROCDL_Dialect : Dialect {
/// The address space value that represents private memory. /// The address space value that represents private memory.
static constexpr unsigned kPrivateMemoryAddressSpace = 5; static constexpr unsigned kPrivateMemoryAddressSpace = 5;
}]; }];
let useDefaultAttributePrinterParser = 1;
} }
//===----------------------------------------------------------------------===//
// ROCDL attribute definitions
//===----------------------------------------------------------------------===//
class ROCDL_Attr<string attrName, string attrMnemonic, list<Trait> traits = []>
: AttrDef<ROCDL_Dialect, attrName, traits> {
let mnemonic = attrMnemonic;
}
//===----------------------------------------------------------------------===// //===----------------------------------------------------------------------===//
// ROCDL op definitions // ROCDL op definitions
//===----------------------------------------------------------------------===// //===----------------------------------------------------------------------===//
@ -386,4 +399,92 @@ def ROCDL_RawBufferAtomicUMinOp :
let hasCustomAssemblyFormat = 1; let hasCustomAssemblyFormat = 1;
} }
//===----------------------------------------------------------------------===//
// ROCDL target attribute.
//===----------------------------------------------------------------------===//
def ROCDL_TargettAttr :
ROCDL_Attr<"ROCDLTarget", "target"> {
let description = [{
ROCDL target attribute for controlling compilation of AMDGPU targets. All
parameters decay into default values if not present.
Examples:
1. Target with default values.
```
gpu.module @mymodule [#rocdl.target] attributes {...} {
...
}
```
2. Target with `gfx90a` chip and fast math.
```
gpu.module @mymodule [#rocdl.target<chip = "gfx90a", flags = {fast, no_wave64}>] {
...
}
```
}];
let parameters = (ins
DefaultValuedParameter<"int", "2", "Optimization level to apply.">:$O,
StringRefParameter<"Target triple.", "\"amdgcn-amd-amdhsa\"">:$triple,
StringRefParameter<"Target chip.", "\"gfx900\"">:$chip,
StringRefParameter<"Target chip features.", "\"\"">:$features,
StringRefParameter<"ABI version.", "\"400\"">:$abi,
OptionalParameter<"DictionaryAttr", "Target specific flags.">:$flags,
OptionalParameter<"ArrayAttr", "Files to link to the LLVM module.">:$link
);
let assemblyFormat = [{
(`<` struct($O, $triple, $chip, $features, $abi, $flags, $link)^ `>`)?
}];
let builders = [
AttrBuilder<(ins CArg<"int", "2">:$optLevel,
CArg<"StringRef", "\"amdgcn-amd-amdhsa\"">:$triple,
CArg<"StringRef", "\"gfx900\"">:$chip,
CArg<"StringRef", "\"\"">:$features,
CArg<"StringRef", "\"400\"">:$abiVersion,
CArg<"DictionaryAttr", "nullptr">:$targetFlags,
CArg<"ArrayAttr", "nullptr">:$linkFiles), [{
return Base::get($_ctxt, optLevel, triple, chip, features, abiVersion,
targetFlags, linkFiles);
}]>
];
let skipDefaultBuilders = 1;
let genVerifyDecl = 1;
let extraClassDeclaration = [{
bool hasFlag(StringRef flag) const;
bool hasWave64() const;
bool hasFastMath() const;
bool hasDaz() const;
bool hasFiniteOnly() const;
bool hasUnsafeMath() const;
bool hasCorrectSqrt() const;
}];
let extraClassDefinition = [{
bool $cppClass::hasFlag(StringRef flag) const {
if (DictionaryAttr flags = getFlags())
return flags.get(flag) != nullptr;
return false;
}
bool $cppClass::hasWave64() const {
return hasFlag("wave64") || !hasFlag("no_wave64");
}
bool $cppClass::hasFastMath() const {
return hasFlag("fast");
}
bool $cppClass::hasDaz() const {
return hasFlag("daz");
}
bool $cppClass::hasFiniteOnly() const {
return hasFlag("finite_only");
}
bool $cppClass::hasUnsafeMath() const {
return hasFlag("unsafe_math");
}
bool $cppClass::hasCorrectSqrt() const {
return !hasFlag("unsafe_sqrt");
}
}];
}
#endif // ROCDLIR_OPS #endif // ROCDLIR_OPS

View File

@ -25,6 +25,7 @@
#include "mlir/Conversion/UBToLLVM/UBToLLVM.h" #include "mlir/Conversion/UBToLLVM/UBToLLVM.h"
#include "mlir/Dialect/Func/Extensions/AllExtensions.h" #include "mlir/Dialect/Func/Extensions/AllExtensions.h"
#include "mlir/Target/LLVM/NVVM/Target.h" #include "mlir/Target/LLVM/NVVM/Target.h"
#include "mlir/Target/LLVM/ROCDL/Target.h"
#include <cstdlib> #include <cstdlib>
@ -47,6 +48,7 @@ inline void registerAllExtensions(DialectRegistry &registry) {
registerConvertNVVMToLLVMInterface(registry); registerConvertNVVMToLLVMInterface(registry);
ub::registerConvertUBToLLVMInterface(registry); ub::registerConvertUBToLLVMInterface(registry);
registerNVVMTarget(registry); registerNVVMTarget(registry);
registerROCDLTarget(registry);
} }
} // namespace mlir } // namespace mlir

View File

@ -0,0 +1,28 @@
//===- Target.h - MLIR ROCDL target registration ----------------*- 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 provides registration calls for attaching the ROCDL target interface.
//
//===----------------------------------------------------------------------===//
#ifndef MLIR_TARGET_LLVM_ROCDL_TARGET_H
#define MLIR_TARGET_LLVM_ROCDL_TARGET_H
namespace mlir {
class DialectRegistry;
class MLIRContext;
/// Registers the `TargetAttrInterface` for the `#rocdl.target` attribute in the
/// given registry.
void registerROCDLTarget(DialectRegistry &registry);
/// Registers the `TargetAttrInterface` for the `#rocdl.target` attribute in the
/// registry associated with the given context.
void registerROCDLTarget(MLIRContext &context);
} // namespace mlir
#endif // MLIR_TARGET_LLVM_ROCDL_TARGET_H

View File

@ -0,0 +1,94 @@
//===- Utils.h - MLIR ROCDL target utils ------------------------*- 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 declares ROCDL target related utility classes and functions.
//
//===----------------------------------------------------------------------===//
#ifndef MLIR_TARGET_LLVM_ROCDL_UTILS_H
#define MLIR_TARGET_LLVM_ROCDL_UTILS_H
#include "mlir/Dialect/GPU/IR/CompilationInterfaces.h"
#include "mlir/Dialect/LLVMIR/ROCDLDialect.h"
#include "mlir/Target/LLVM/ModuleToObject.h"
namespace mlir {
namespace ROCDL {
/// Searches & returns the path ROCM toolkit path, the search order is:
/// 1. The `ROCM_PATH` environment variable.
/// 2. The `ROCM_ROOT` environment variable.
/// 3. The `ROCM_HOME` environment variable.
/// 4. The ROCM path detected by CMake.
/// 5. Returns an empty string.
StringRef getROCMPath();
/// Base class for all ROCDL serializations from GPU modules into binary
/// strings. By default this class serializes into LLVM bitcode.
class SerializeGPUModuleBase : public LLVM::ModuleToObject {
public:
/// Initializes the `toolkitPath` with the path in `targetOptions` or if empty
/// with the path in `getROCMPath`.
SerializeGPUModuleBase(Operation &module, ROCDLTargetAttr target,
const gpu::TargetOptions &targetOptions = {});
/// Initializes the LLVM AMDGPU target by safely calling
/// `LLVMInitializeAMDGPU*` methods if available.
static void init();
/// Returns the target attribute.
ROCDLTargetAttr getTarget() const;
/// Returns the ROCM toolkit path.
StringRef getToolkitPath() const;
/// Returns the bitcode files to be loaded.
ArrayRef<std::string> getFileList() const;
/// Appends standard ROCm device libraries like `ocml.bc`, `ockl.bc`, etc.
LogicalResult appendStandardLibs();
/// Loads the bitcode files in `fileList`.
virtual std::optional<SmallVector<std::unique_ptr<llvm::Module>>>
loadBitcodeFiles(llvm::Module &module,
llvm::TargetMachine &targetMachine) override;
/// Adds `oclc` control variables to the LLVM module.
void handleModulePreLink(llvm::Module &module,
llvm::TargetMachine &targetMachine) override;
/// Removes unnecessary metadata from the loaded bitcode files.
LogicalResult handleBitcodeFile(llvm::Module &module,
llvm::TargetMachine &targetMachine) override;
protected:
/// Appends the paths of common ROCm device libraries to `libs`.
LogicalResult getCommonBitcodeLibs(llvm::SmallVector<std::string> &libs,
SmallVector<char, 256> &libPath,
StringRef isaVersion);
/// Adds `oclc` control variables to the LLVM module.
void addControlVariables(llvm::Module &module, bool wave64, bool daz,
bool finiteOnly, bool unsafeMath, bool fastMath,
bool correctSqrt, StringRef abiVer);
/// Returns the assembled ISA.
std::optional<SmallVector<char, 0>> assembleIsa(StringRef isa);
/// ROCDL target attribute.
ROCDLTargetAttr target;
/// ROCM toolkit path.
std::string toolkitPath;
/// List of LLVM bitcode files to link to.
SmallVector<std::string> fileList;
};
} // namespace ROCDL
} // namespace mlir
#endif // MLIR_TARGET_LLVM_ROCDL_UTILS_H

View File

@ -16,11 +16,14 @@
#include "mlir/Dialect/LLVMIR/ROCDLDialect.h" #include "mlir/Dialect/LLVMIR/ROCDLDialect.h"
#include "mlir/Dialect/GPU/IR/GPUDialect.h"
#include "mlir/Dialect/LLVMIR/LLVMDialect.h" #include "mlir/Dialect/LLVMIR/LLVMDialect.h"
#include "mlir/IR/Builders.h" #include "mlir/IR/Builders.h"
#include "mlir/IR/BuiltinTypes.h" #include "mlir/IR/BuiltinTypes.h"
#include "mlir/IR/DialectImplementation.h"
#include "mlir/IR/MLIRContext.h" #include "mlir/IR/MLIRContext.h"
#include "mlir/IR/Operation.h" #include "mlir/IR/Operation.h"
#include "llvm/ADT/TypeSwitch.h"
#include "llvm/AsmParser/Parser.h" #include "llvm/AsmParser/Parser.h"
#include "llvm/IR/Attributes.h" #include "llvm/IR/Attributes.h"
#include "llvm/IR/Function.h" #include "llvm/IR/Function.h"
@ -237,8 +240,14 @@ void ROCDLDialect::initialize() {
#include "mlir/Dialect/LLVMIR/ROCDLOps.cpp.inc" #include "mlir/Dialect/LLVMIR/ROCDLOps.cpp.inc"
>(); >();
addAttributes<
#define GET_ATTRDEF_LIST
#include "mlir/Dialect/LLVMIR/ROCDLOpsAttributes.cpp.inc"
>();
// Support unknown operations because not all ROCDL operations are registered. // Support unknown operations because not all ROCDL operations are registered.
allowUnknownOperations(); allowUnknownOperations();
declarePromisedInterface<gpu::TargetAttrInterface>();
} }
LogicalResult ROCDLDialect::verifyOperationAttribute(Operation *op, LogicalResult ROCDLDialect::verifyOperationAttribute(Operation *op,
@ -253,5 +262,41 @@ LogicalResult ROCDLDialect::verifyOperationAttribute(Operation *op,
return success(); return success();
} }
//===----------------------------------------------------------------------===//
// ROCDL target attribute.
//===----------------------------------------------------------------------===//
LogicalResult
ROCDLTargetAttr::verify(function_ref<InFlightDiagnostic()> emitError,
int optLevel, StringRef triple, StringRef chip,
StringRef features, StringRef abiVersion,
DictionaryAttr flags, ArrayAttr files) {
if (optLevel < 0 || optLevel > 3) {
emitError() << "The optimization level must be a number between 0 and 3.";
return failure();
}
if (triple.empty()) {
emitError() << "The target triple cannot be empty.";
return failure();
}
if (chip.empty()) {
emitError() << "The target chip cannot be empty.";
return failure();
}
if (abiVersion != "400" && abiVersion != "500") {
emitError() << "Invalid ABI version, it must be either `400` or `500`.";
return failure();
}
if (files && !llvm::all_of(files, [](::mlir::Attribute attr) {
return attr && mlir::isa<StringAttr>(attr);
})) {
emitError() << "All the elements in the `link` array must be strings.";
return failure();
}
return success();
}
#define GET_OP_CLASSES #define GET_OP_CLASSES
#include "mlir/Dialect/LLVMIR/ROCDLOps.cpp.inc" #include "mlir/Dialect/LLVMIR/ROCDLOps.cpp.inc"
#define GET_ATTRDEF_CLASSES
#include "mlir/Dialect/LLVMIR/ROCDLOpsAttributes.cpp.inc"

View File

@ -97,3 +97,53 @@ if(MLIR_ENABLE_CUDA_CONVERSIONS)
__DEFAULT_CUDATOOLKIT_PATH__="${MLIR_CUDAToolkit_ROOT}" __DEFAULT_CUDATOOLKIT_PATH__="${MLIR_CUDAToolkit_ROOT}"
) )
endif() endif()
if (MLIR_ENABLE_ROCM_CONVERSIONS)
set(AMDGPU_LIBS
IRReader
IPO
linker
MCParser
AMDGPUAsmParser
AMDGPUCodeGen
AMDGPUDesc
AMDGPUInfo
target
)
endif()
add_mlir_dialect_library(MLIRROCDLTarget
ROCDL/Target.cpp
LINK_COMPONENTS
${AMDGPU_LIBS}
LINK_LIBS PUBLIC
MLIRIR
MLIRExecutionEngineUtils
MLIRSupport
MLIRGPUDialect
MLIRTargetLLVM
MLIRROCDLToLLVMIRTranslation
)
if(MLIR_ENABLE_ROCM_CONVERSIONS)
if (NOT ("AMDGPU" IN_LIST LLVM_TARGETS_TO_BUILD))
message(SEND_ERROR
"Building mlir with ROCm support requires the AMDGPU backend")
endif()
if (DEFINED ROCM_PATH)
set(DEFAULT_ROCM_PATH "${ROCM_PATH}" CACHE PATH "Fallback path to search for ROCm installs")
elseif(DEFINED ENV{ROCM_PATH})
set(DEFAULT_ROCM_PATH "$ENV{ROCM_PATH}" CACHE PATH "Fallback path to search for ROCm installs")
else()
set(DEFAULT_ROCM_PATH "/opt/rocm" CACHE PATH "Fallback path to search for ROCm installs")
endif()
message(VERBOSE "MLIR Default ROCM toolkit path: ${DEFAULT_ROCM_PATH}")
target_compile_definitions(obj.MLIRROCDLTarget
PRIVATE
__DEFAULT_ROCM_PATH__="${DEFAULT_ROCM_PATH}"
)
endif()

View File

@ -0,0 +1,464 @@
//===- 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/Dialect/GPU/GPUToLLVMIRTranslation.h"
#include "mlir/Target/LLVMIR/Dialect/LLVMIR/LLVMToLLVMIRTranslation.h"
#include "mlir/Target/LLVMIR/Dialect/ROCDL/ROCDLToLLVMIRTranslation.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>
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;
};
} // namespace
// Register the ROCDL dialect, the ROCDL translation and the target interface.
void mlir::registerROCDLTarget(DialectRegistry &registry) {
registerROCDLDialectTranslation(registry);
registry.addExtension(+[](MLIRContext *ctx, ROCDL::ROCDLDialect *dialect) {
ROCDLTargetAttr::attachInterface<ROCDLTargetAttrImpl>(*ctx);
});
}
void mlir::registerROCDLTarget(MLIRContext &context) {
DialectRegistry registry;
registerROCDLTarget(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());
// Append standard ROCm device bitcode libraries to the files to be loaded.
(void)appendStandardLibs();
}
void SerializeGPUModuleBase::init() {
static llvm::once_flag initializeBackendOnce;
llvm::call_once(initializeBackendOnce, []() {
// If the `AMDGPU` LLVM target was built, initialize it.
#if MLIR_ROCM_CONVERSIONS_ENABLED == 1
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() {
StringRef pathRef = getToolkitPath();
if (pathRef.size()) {
SmallVector<char, 256> path;
path.insert(path.begin(), pathRef.begin(), pathRef.end());
llvm::sys::path::append(path, "amdgcn", "bitcode");
pathRef = StringRef(path.data(), path.size());
if (!llvm::sys::fs::is_directory(pathRef)) {
getOperation().emitRemark() << "ROCm amdgcn bitcode path: " << pathRef
<< " does not exist or is not a directory.";
return failure();
}
StringRef isaVersion =
llvm::AMDGPU::getArchNameAMDGCN(llvm::AMDGPU::parseArchAMDGCN(chip));
isaVersion.consume_front("gfx");
return getCommonBitcodeLibs(fileList, path, isaVersion);
}
return success();
}
std::optional<SmallVector<std::unique_ptr<llvm::Module>>>
SerializeGPUModuleBase::loadBitcodeFiles(llvm::Module &module,
llvm::TargetMachine &targetMachine) {
SmallVector<std::unique_ptr<llvm::Module>> bcFiles;
if (failed(loadBitcodeFilesFromList(module.getContext(), targetMachine,
fileList, bcFiles, true)))
return std::nullopt;
return bcFiles;
}
LogicalResult
SerializeGPUModuleBase::handleBitcodeFile(llvm::Module &module,
llvm::TargetMachine &targetMachine) {
// 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);
return success();
}
void SerializeGPUModuleBase::handleModulePreLink(
llvm::Module &module, llvm::TargetMachine &targetMachine) {
addControlVariables(module, target.hasWave64(), target.hasDaz(),
target.hasFiniteOnly(), target.hasUnsafeMath(),
target.hasFastMath(), target.hasCorrectSqrt(),
target.getAbi());
}
// Get the paths of ROCm device libraries.
LogicalResult SerializeGPUModuleBase::getCommonBitcodeLibs(
llvm::SmallVector<std::string> &libs, SmallVector<char, 256> &libPath,
StringRef isaVersion) {
auto addLib = [&](StringRef path) -> bool {
if (!llvm::sys::fs::is_regular_file(path)) {
getOperation().emitRemark() << "Bitcode library path: " << path
<< " does not exist or is not a file.\n";
return true;
}
libs.push_back(path.str());
return false;
};
auto getLibPath = [&libPath](Twine lib) {
auto baseSize = libPath.size();
llvm::sys::path::append(libPath, lib + ".bc");
std::string path(StringRef(libPath.data(), libPath.size()).str());
libPath.truncate(baseSize);
return path;
};
// Add ROCm device libraries. Fail if any of the libraries is not found.
if (addLib(getLibPath("ocml")) || addLib(getLibPath("ockl")) ||
addLib(getLibPath("hip")) || addLib(getLibPath("opencl")) ||
addLib(getLibPath("oclc_isa_version_" + isaVersion)))
return failure();
return success();
}
void SerializeGPUModuleBase::addControlVariables(
llvm::Module &module, bool wave64, bool daz, bool finiteOnly,
bool unsafeMath, bool fastMath, bool correctSqrt, StringRef abiVer) {
llvm::Type *i8Ty = llvm::Type::getInt8Ty(module.getContext());
auto addControlVariable = [i8Ty, &module](StringRef name, bool enable) {
llvm::GlobalVariable *controlVariable = new llvm::GlobalVariable(
module, i8Ty, true, llvm::GlobalValue::LinkageTypes::LinkOnceODRLinkage,
llvm::ConstantInt::get(i8Ty, enable), name, nullptr,
llvm::GlobalValue::ThreadLocalMode::NotThreadLocal, 4);
controlVariable->setVisibility(
llvm::GlobalValue::VisibilityTypes::ProtectedVisibility);
controlVariable->setAlignment(llvm::MaybeAlign(1));
controlVariable->setUnnamedAddr(llvm::GlobalValue::UnnamedAddr::Local);
};
addControlVariable("__oclc_finite_only_opt", finiteOnly || fastMath);
addControlVariable("__oclc_unsafe_math_opt", unsafeMath || fastMath);
addControlVariable("__oclc_daz_opt", daz || fastMath);
addControlVariable("__oclc_correctly_rounded_sqrt32",
correctSqrt && !fastMath);
addControlVariable("__oclc_wavefrontsize64", wave64);
llvm::Type *i32Ty = llvm::Type::getInt32Ty(module.getContext());
int abi = 400;
abiVer.getAsInteger(0, abi);
llvm::GlobalVariable *abiVersion = new llvm::GlobalVariable(
module, i32Ty, true, llvm::GlobalValue::LinkageTypes::LinkOnceODRLinkage,
llvm::ConstantInt::get(i32Ty, abi), "__oclc_ABI_version", nullptr,
llvm::GlobalValue::ThreadLocalMode::NotThreadLocal, 4);
abiVersion->setVisibility(
llvm::GlobalValue::VisibilityTypes::ProtectedVisibility);
abiVersion->setAlignment(llvm::MaybeAlign(4));
abiVersion->setUnnamedAddr(llvm::GlobalValue::UnnamedAddr::Local);
}
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));
mai->setRelaxELFRelocations(true);
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, 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 result;
}
#ifdef MLIR_ROCM_CONVERSIONS_ENABLED
namespace {
class AMDGPUSerializer : public SerializeGPUModuleBase {
public:
AMDGPUSerializer(Operation &module, ROCDLTargetAttr target,
const gpu::TargetOptions &targetOptions);
gpu::GPUModuleOp getOperation();
// Compile to HSA.
std::optional<SmallVector<char, 0>>
compileToBinary(const std::string &serializedISA);
std::optional<SmallVector<char, 0>>
moduleToObject(llvm::Module &llvmModule,
llvm::TargetMachine &targetMachine) override;
private:
// Target options.
gpu::TargetOptions targetOptions;
};
} // namespace
AMDGPUSerializer::AMDGPUSerializer(Operation &module, ROCDLTargetAttr target,
const gpu::TargetOptions &targetOptions)
: SerializeGPUModuleBase(module, target, targetOptions),
targetOptions(targetOptions) {}
gpu::GPUModuleOp AMDGPUSerializer::getOperation() {
return dyn_cast<gpu::GPUModuleOp>(&SerializeGPUModuleBase::getOperation());
}
std::optional<SmallVector<char, 0>>
AMDGPUSerializer::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.
int tempHsacoFD = -1;
SmallString<128> tempHsacoFilename;
if (llvm::sys::fs::createTemporaryFile("kernel", "hsaco", tempHsacoFD,
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 = openInputFile(tempHsacoFilename);
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>>
AMDGPUSerializer::moduleToObject(llvm::Module &llvmModule,
llvm::TargetMachine &targetMachine) {
// Return LLVM IR if the compilation target is offload.
#define DEBUG_TYPE "serialize-to-llvm"
LLVM_DEBUG({
llvm::dbgs() << "LLVM IR for module: " << getOperation().getNameAttr()
<< "\n"
<< llvmModule << "\n";
});
#undef DEBUG_TYPE
if (targetOptions.getCompilationTarget() == gpu::TargetOptions::offload)
return SerializeGPUModuleBase::moduleToObject(llvmModule, targetMachine);
// 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: " << getOperation().getNameAttr() << "\n"
<< *serializedISA << "\n";
});
#undef DEBUG_TYPE
// Return ISA assembly code if the compilation target is assembly.
if (targetOptions.getCompilationTarget() == gpu::TargetOptions::assembly)
return SmallVector<char, 0>(serializedISA->begin(), serializedISA->end());
// Compile to binary.
return compileToBinary(*serializedISA);
}
#endif // MLIR_ROCM_CONVERSIONS_ENABLED
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_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
}

View File

@ -371,3 +371,9 @@ gpu.module @module_with_one_target [#nvvm.target] {
gpu.return gpu.return
} }
} }
gpu.module @module_with_two_target [#nvvm.target, #rocdl.target<chip = "gfx90a">] {
gpu.func @kernel(%arg0 : f32) kernel {
gpu.return
}
}

View File

@ -274,3 +274,12 @@ llvm.func @rocdl.raw.buffer.i32(%rsrc : vector<4xi32>,
// expected-error@below {{attribute attached to unexpected op}} // expected-error@below {{attribute attached to unexpected op}}
func.func private @expected_llvm_func() attributes { rocdl.kernel } func.func private @expected_llvm_func() attributes { rocdl.kernel }
// -----
// Just check these don't emit errors.
gpu.module @module_1 [#rocdl.target<O = 1, chip = "gfx900", abi = "500", link = ["my_device_lib.bc"], flags = {fast, daz, unsafe_math}>] {
}
gpu.module @module_2 [#rocdl.target<chip = "gfx900">, #rocdl.target<chip = "gfx90a">] {
}

View File

@ -1,5 +1,6 @@
add_mlir_unittest(MLIRTargetLLVMTests add_mlir_unittest(MLIRTargetLLVMTests
SerializeNVVMTarget.cpp SerializeNVVMTarget.cpp
SerializeROCDLTarget.cpp
SerializeToLLVMBitcode.cpp SerializeToLLVMBitcode.cpp
) )
@ -9,12 +10,14 @@ target_link_libraries(MLIRTargetLLVMTests
PRIVATE PRIVATE
MLIRTargetLLVM MLIRTargetLLVM
MLIRNVVMTarget MLIRNVVMTarget
MLIRROCDLTarget
MLIRGPUDialect MLIRGPUDialect
MLIRNVVMDialect MLIRNVVMDialect
MLIRLLVMDialect MLIRLLVMDialect
MLIRLLVMToLLVMIRTranslation MLIRLLVMToLLVMIRTranslation
MLIRBuiltinToLLVMIRTranslation MLIRBuiltinToLLVMIRTranslation
MLIRNVVMToLLVMIRTranslation MLIRNVVMToLLVMIRTranslation
MLIRROCDLToLLVMIRTranslation
MLIRGPUToLLVMIRTranslation MLIRGPUToLLVMIRTranslation
${llvm_libs} ${llvm_libs}
) )

View File

@ -0,0 +1,158 @@
//===- SerializeROCDLTarget.cpp ---------------------------------*- C++ -*-===//
//
// This file is licensed 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
//
//===----------------------------------------------------------------------===//
#include "mlir/Dialect/GPU/IR/GPUDialect.h"
#include "mlir/Dialect/LLVMIR/ROCDLDialect.h"
#include "mlir/IR/MLIRContext.h"
#include "mlir/InitAllDialects.h"
#include "mlir/Parser/Parser.h"
#include "mlir/Target/LLVM/ROCDL/Target.h"
#include "mlir/Target/LLVM/ROCDL/Utils.h"
#include "mlir/Target/LLVMIR/Dialect/Builtin/BuiltinToLLVMIRTranslation.h"
#include "mlir/Target/LLVMIR/Dialect/GPU/GPUToLLVMIRTranslation.h"
#include "mlir/Target/LLVMIR/Dialect/LLVMIR/LLVMToLLVMIRTranslation.h"
#include "llvm/IRReader/IRReader.h"
#include "llvm/Support/FileSystem.h"
#include "llvm/Support/MemoryBufferRef.h"
#include "llvm/Support/Path.h"
#include "llvm/Support/TargetSelect.h"
#include "llvm/Support/raw_ostream.h"
#include "llvm/TargetParser/Host.h"
#include "gmock/gmock.h"
using namespace mlir;
// Skip the test if the AMDGPU target was not built.
#if MLIR_ROCM_CONVERSIONS_ENABLED == 0
#define SKIP_WITHOUT_AMDGPU(x) DISABLED_##x
#else
#define SKIP_WITHOUT_AMDGPU(x) x
#endif
class MLIRTargetLLVMROCDL : public ::testing::Test {
protected:
virtual void SetUp() {
registerBuiltinDialectTranslation(registry);
registerLLVMDialectTranslation(registry);
registerGPUDialectTranslation(registry);
registerROCDLTarget(registry);
}
// Checks if a ROCm installation is available.
bool hasROCMTools() {
StringRef rocmPath = ROCDL::getROCMPath();
if (rocmPath.empty())
return false;
llvm::SmallString<128> lldPath(rocmPath);
llvm::sys::path::append(lldPath, "llvm", "bin", "ld.lld");
return llvm::sys::fs::can_execute(lldPath);
}
// Dialect registry.
DialectRegistry registry;
// MLIR module used for the tests.
const std::string moduleStr = R"mlir(
gpu.module @rocdl_test {
llvm.func @rocdl_kernel(%arg0: f32) attributes {gpu.kernel, rocdl.kernel} {
llvm.return
}
})mlir";
};
// Test ROCDL serialization to LLVM.
TEST_F(MLIRTargetLLVMROCDL, SKIP_WITHOUT_AMDGPU(SerializeROCDLMToLLVM)) {
MLIRContext context(registry);
OwningOpRef<ModuleOp> module =
parseSourceString<ModuleOp>(moduleStr, &context);
ASSERT_TRUE(!!module);
// Create a ROCDL target.
ROCDL::ROCDLTargetAttr target = ROCDL::ROCDLTargetAttr::get(&context);
// Serialize the module.
auto serializer = dyn_cast<gpu::TargetAttrInterface>(target);
ASSERT_TRUE(!!serializer);
gpu::TargetOptions options("", {}, "", gpu::TargetOptions::offload);
for (auto gpuModule : (*module).getBody()->getOps<gpu::GPUModuleOp>()) {
std::optional<SmallVector<char, 0>> object =
serializer.serializeToObject(gpuModule, options);
// Check that the serializer was successful.
ASSERT_TRUE(object != std::nullopt);
ASSERT_TRUE(object->size() > 0);
// Read the serialized module.
llvm::MemoryBufferRef buffer(StringRef(object->data(), object->size()),
"module");
llvm::LLVMContext llvmContext;
llvm::Expected<std::unique_ptr<llvm::Module>> llvmModule =
llvm::getLazyBitcodeModule(buffer, llvmContext);
ASSERT_TRUE(!!llvmModule);
ASSERT_TRUE(!!*llvmModule);
// Check that it has a function named `foo`.
ASSERT_TRUE((*llvmModule)->getFunction("rocdl_kernel") != nullptr);
}
}
// Test ROCDL serialization to PTX.
TEST_F(MLIRTargetLLVMROCDL, SKIP_WITHOUT_AMDGPU(SerializeROCDLToPTX)) {
MLIRContext context(registry);
OwningOpRef<ModuleOp> module =
parseSourceString<ModuleOp>(moduleStr, &context);
ASSERT_TRUE(!!module);
// Create a ROCDL target.
ROCDL::ROCDLTargetAttr target = ROCDL::ROCDLTargetAttr::get(&context);
// Serialize the module.
auto serializer = dyn_cast<gpu::TargetAttrInterface>(target);
ASSERT_TRUE(!!serializer);
gpu::TargetOptions options("", {}, "", gpu::TargetOptions::assembly);
for (auto gpuModule : (*module).getBody()->getOps<gpu::GPUModuleOp>()) {
std::optional<SmallVector<char, 0>> object =
serializer.serializeToObject(gpuModule, options);
// Check that the serializer was successful.
ASSERT_TRUE(object != std::nullopt);
ASSERT_TRUE(object->size() > 0);
ASSERT_TRUE(
StringRef(object->data(), object->size()).contains("rocdl_kernel"));
}
}
// Test ROCDL serialization to Binary.
TEST_F(MLIRTargetLLVMROCDL, SKIP_WITHOUT_AMDGPU(SerializeROCDLToBinary)) {
if (!hasROCMTools())
GTEST_SKIP() << "ROCm installation not found, skipping test.";
MLIRContext context(registry);
OwningOpRef<ModuleOp> module =
parseSourceString<ModuleOp>(moduleStr, &context);
ASSERT_TRUE(!!module);
// Create a ROCDL target.
ROCDL::ROCDLTargetAttr target = ROCDL::ROCDLTargetAttr::get(&context);
// Serialize the module.
auto serializer = dyn_cast<gpu::TargetAttrInterface>(target);
ASSERT_TRUE(!!serializer);
gpu::TargetOptions options("", {}, "", gpu::TargetOptions::binary);
for (auto gpuModule : (*module).getBody()->getOps<gpu::GPUModuleOp>()) {
std::optional<SmallVector<char, 0>> object =
serializer.serializeToObject(gpuModule, options);
// Check that the serializer was successful.
ASSERT_TRUE(object != std::nullopt);
ASSERT_FALSE(object->empty());
}
}