[Mlir-commits] [mlir] 0682131 - [mlir][ROCDL] Adds the ROCDL target attribute.
Fabian Mora
llvmlistbot at llvm.org
Fri Aug 11 14:48:16 PDT 2023
Author: Fabian Mora
Date: 2023-08-11T21:44:05Z
New Revision: 068213130dc5212d0c11e7ce84502c3d50f28f63
URL: https://github.com/llvm/llvm-project/commit/068213130dc5212d0c11e7ce84502c3d50f28f63
DIFF: https://github.com/llvm/llvm-project/commit/068213130dc5212d0c11e7ce84502c3d50f28f63.diff
LOG: [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
Differential Revision: https://reviews.llvm.org/D154129
Added:
mlir/include/mlir/Target/LLVM/ROCDL/Target.h
mlir/include/mlir/Target/LLVM/ROCDL/Utils.h
mlir/lib/Target/LLVM/ROCDL/Target.cpp
mlir/unittests/Target/LLVM/SerializeROCDLTarget.cpp
Modified:
mlir/include/mlir/Dialect/LLVMIR/CMakeLists.txt
mlir/include/mlir/Dialect/LLVMIR/ROCDLDialect.h
mlir/include/mlir/Dialect/LLVMIR/ROCDLOps.td
mlir/include/mlir/InitAllExtensions.h
mlir/lib/Dialect/LLVMIR/IR/ROCDLDialect.cpp
mlir/lib/Target/LLVM/CMakeLists.txt
mlir/test/Dialect/GPU/ops.mlir
mlir/test/Dialect/LLVMIR/rocdl.mlir
mlir/unittests/Target/LLVM/CMakeLists.txt
Removed:
################################################################################
diff --git a/mlir/include/mlir/Dialect/LLVMIR/CMakeLists.txt b/mlir/include/mlir/Dialect/LLVMIR/CMakeLists.txt
index 2f65c1a3d6bcde..aaf64e63321f20 100644
--- a/mlir/include/mlir/Dialect/LLVMIR/CMakeLists.txt
+++ b/mlir/include/mlir/Dialect/LLVMIR/CMakeLists.txt
@@ -62,4 +62,6 @@ add_mlir_dialect(ROCDLOps rocdl)
add_mlir_doc(ROCDLOps ROCDLDialect Dialects/ -gen-dialect-doc -dialect=rocdl)
set(LLVM_TARGET_DEFINITIONS ROCDLOps.td)
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)
diff --git a/mlir/include/mlir/Dialect/LLVMIR/ROCDLDialect.h b/mlir/include/mlir/Dialect/LLVMIR/ROCDLDialect.h
index 6e1072423a0f5b..d4208a4e251631 100644
--- a/mlir/include/mlir/Dialect/LLVMIR/ROCDLDialect.h
+++ b/mlir/include/mlir/Dialect/LLVMIR/ROCDLDialect.h
@@ -23,12 +23,16 @@
#define MLIR_DIALECT_LLVMIR_ROCDLDIALECT_H_
#include "mlir/Bytecode/BytecodeOpInterface.h"
+#include "mlir/Dialect/GPU/IR/CompilationInterfaces.h"
#include "mlir/Dialect/LLVMIR/LLVMDialect.h"
#include "mlir/IR/Dialect.h"
#include "mlir/IR/OpDefinition.h"
#include "mlir/Interfaces/SideEffectInterfaces.h"
///// Ops /////
+#define GET_ATTRDEF_CLASSES
+#include "mlir/Dialect/LLVMIR/ROCDLOpsAttributes.h.inc"
+
#define GET_OP_CLASSES
#include "mlir/Dialect/LLVMIR/ROCDLOps.h.inc"
diff --git a/mlir/include/mlir/Dialect/LLVMIR/ROCDLOps.td b/mlir/include/mlir/Dialect/LLVMIR/ROCDLOps.td
index e9c349577dfbca..0738f09ac4164a 100644
--- a/mlir/include/mlir/Dialect/LLVMIR/ROCDLOps.td
+++ b/mlir/include/mlir/Dialect/LLVMIR/ROCDLOps.td
@@ -13,6 +13,7 @@
#ifndef ROCDLIR_OPS
#define ROCDLIR_OPS
+include "mlir/Dialect/GPU/IR/CompilationAttrInterfaces.td"
include "mlir/Dialect/LLVMIR/LLVMOpBase.td"
include "mlir/Interfaces/SideEffectInterfaces.td"
@@ -44,8 +45,20 @@ def ROCDL_Dialect : Dialect {
/// The address space value that represents private memory.
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
//===----------------------------------------------------------------------===//
@@ -386,4 +399,92 @@ def ROCDL_RawBufferAtomicUMinOp :
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
diff --git a/mlir/include/mlir/InitAllExtensions.h b/mlir/include/mlir/InitAllExtensions.h
index ddcb27302ff657..fed2e15c4efb92 100644
--- a/mlir/include/mlir/InitAllExtensions.h
+++ b/mlir/include/mlir/InitAllExtensions.h
@@ -25,6 +25,7 @@
#include "mlir/Conversion/UBToLLVM/UBToLLVM.h"
#include "mlir/Dialect/Func/Extensions/AllExtensions.h"
#include "mlir/Target/LLVM/NVVM/Target.h"
+#include "mlir/Target/LLVM/ROCDL/Target.h"
#include <cstdlib>
@@ -47,6 +48,7 @@ inline void registerAllExtensions(DialectRegistry ®istry) {
registerConvertNVVMToLLVMInterface(registry);
ub::registerConvertUBToLLVMInterface(registry);
registerNVVMTarget(registry);
+ registerROCDLTarget(registry);
}
} // namespace mlir
diff --git a/mlir/include/mlir/Target/LLVM/ROCDL/Target.h b/mlir/include/mlir/Target/LLVM/ROCDL/Target.h
new file mode 100644
index 00000000000000..f6a548e550868c
--- /dev/null
+++ b/mlir/include/mlir/Target/LLVM/ROCDL/Target.h
@@ -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 ®istry);
+
+/// 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
diff --git a/mlir/include/mlir/Target/LLVM/ROCDL/Utils.h b/mlir/include/mlir/Target/LLVM/ROCDL/Utils.h
new file mode 100644
index 00000000000000..c14fa80056a879
--- /dev/null
+++ b/mlir/include/mlir/Target/LLVM/ROCDL/Utils.h
@@ -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
diff --git a/mlir/lib/Dialect/LLVMIR/IR/ROCDLDialect.cpp b/mlir/lib/Dialect/LLVMIR/IR/ROCDLDialect.cpp
index 1a607d92ac7419..a6ebdf409768b5 100644
--- a/mlir/lib/Dialect/LLVMIR/IR/ROCDLDialect.cpp
+++ b/mlir/lib/Dialect/LLVMIR/IR/ROCDLDialect.cpp
@@ -16,11 +16,14 @@
#include "mlir/Dialect/LLVMIR/ROCDLDialect.h"
+#include "mlir/Dialect/GPU/IR/GPUDialect.h"
#include "mlir/Dialect/LLVMIR/LLVMDialect.h"
#include "mlir/IR/Builders.h"
#include "mlir/IR/BuiltinTypes.h"
+#include "mlir/IR/DialectImplementation.h"
#include "mlir/IR/MLIRContext.h"
#include "mlir/IR/Operation.h"
+#include "llvm/ADT/TypeSwitch.h"
#include "llvm/AsmParser/Parser.h"
#include "llvm/IR/Attributes.h"
#include "llvm/IR/Function.h"
@@ -237,8 +240,14 @@ void ROCDLDialect::initialize() {
#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.
allowUnknownOperations();
+ declarePromisedInterface<gpu::TargetAttrInterface>();
}
LogicalResult ROCDLDialect::verifyOperationAttribute(Operation *op,
@@ -253,5 +262,41 @@ LogicalResult ROCDLDialect::verifyOperationAttribute(Operation *op,
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
#include "mlir/Dialect/LLVMIR/ROCDLOps.cpp.inc"
+
+#define GET_ATTRDEF_CLASSES
+#include "mlir/Dialect/LLVMIR/ROCDLOpsAttributes.cpp.inc"
diff --git a/mlir/lib/Target/LLVM/CMakeLists.txt b/mlir/lib/Target/LLVM/CMakeLists.txt
index 5f311d084e43f1..ce07c259df8335 100644
--- a/mlir/lib/Target/LLVM/CMakeLists.txt
+++ b/mlir/lib/Target/LLVM/CMakeLists.txt
@@ -97,3 +97,49 @@ if(MLIR_ENABLE_CUDA_CONVERSIONS)
__DEFAULT_CUDATOOLKIT_PATH__="${MLIR_CUDAToolkit_ROOT}"
)
endif()
+
+if (MLIR_ENABLE_ROCM_CONVERSIONS)
+ set(AMDGPU_LIBS
+ AMDGPUAsmParser
+ AMDGPUCodeGen
+ AMDGPUDesc
+ AMDGPUInfo
+ )
+endif()
+
+add_mlir_dialect_library(MLIRROCDLTarget
+ ROCDL/Target.cpp
+
+ LINK_COMPONENTS
+ MCParser
+ ${AMDGPU_LIBS}
+
+ LINK_LIBS PUBLIC
+ MLIRIR
+ MLIRExecutionEngineUtils
+ MLIRSupport
+ MLIRGPUDialect
+ MLIRTargetLLVM
+ MLIRROCDLToLLVMIRTranslation
+ )
+
+if(MLIR_ENABLE_ROCM_CONVERSIONS)
+ if (NOT ("AMDGPU" IN_LIST LLVM_TARGETS_TO_BUILD))
+ message(SEND_ERROR
+ "Building mlir with ROCm support requires the AMDGPU backend")
+ endif()
+
+ if (DEFINED ROCM_PATH)
+ set(DEFAULT_ROCM_PATH "${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()
diff --git a/mlir/lib/Target/LLVM/ROCDL/Target.cpp b/mlir/lib/Target/LLVM/ROCDL/Target.cpp
new file mode 100644
index 00000000000000..7636888b48e456
--- /dev/null
+++ b/mlir/lib/Target/LLVM/ROCDL/Target.cpp
@@ -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 ®istry) {
+ 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;
+}
+
+#if MLIR_ROCM_CONVERSIONS_ENABLED == 1
+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
+}
diff --git a/mlir/test/Dialect/GPU/ops.mlir b/mlir/test/Dialect/GPU/ops.mlir
index 4ae39816693602..7e1f64f69119f5 100644
--- a/mlir/test/Dialect/GPU/ops.mlir
+++ b/mlir/test/Dialect/GPU/ops.mlir
@@ -371,3 +371,9 @@ gpu.module @module_with_one_target [#nvvm.target] {
gpu.return
}
}
+
+gpu.module @module_with_two_target [#nvvm.target, #rocdl.target<chip = "gfx90a">] {
+ gpu.func @kernel(%arg0 : f32) kernel {
+ gpu.return
+ }
+}
diff --git a/mlir/test/Dialect/LLVMIR/rocdl.mlir b/mlir/test/Dialect/LLVMIR/rocdl.mlir
index 11605afc7d16a6..e2a35e96fbc558 100644
--- a/mlir/test/Dialect/LLVMIR/rocdl.mlir
+++ b/mlir/test/Dialect/LLVMIR/rocdl.mlir
@@ -274,3 +274,12 @@ llvm.func @rocdl.raw.buffer.i32(%rsrc : vector<4xi32>,
// expected-error at below {{attribute attached to unexpected op}}
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">] {
+}
diff --git a/mlir/unittests/Target/LLVM/CMakeLists.txt b/mlir/unittests/Target/LLVM/CMakeLists.txt
index 6b6e117df58f3d..6d612548a94c0f 100644
--- a/mlir/unittests/Target/LLVM/CMakeLists.txt
+++ b/mlir/unittests/Target/LLVM/CMakeLists.txt
@@ -1,5 +1,6 @@
add_mlir_unittest(MLIRTargetLLVMTests
SerializeNVVMTarget.cpp
+ SerializeROCDLTarget.cpp
SerializeToLLVMBitcode.cpp
)
@@ -9,12 +10,14 @@ target_link_libraries(MLIRTargetLLVMTests
PRIVATE
MLIRTargetLLVM
MLIRNVVMTarget
+ MLIRROCDLTarget
MLIRGPUDialect
MLIRNVVMDialect
MLIRLLVMDialect
MLIRLLVMToLLVMIRTranslation
MLIRBuiltinToLLVMIRTranslation
MLIRNVVMToLLVMIRTranslation
+ MLIRROCDLToLLVMIRTranslation
MLIRGPUToLLVMIRTranslation
${llvm_libs}
)
diff --git a/mlir/unittests/Target/LLVM/SerializeROCDLTarget.cpp b/mlir/unittests/Target/LLVM/SerializeROCDLTarget.cpp
new file mode 100644
index 00000000000000..9353c22bfa31f1
--- /dev/null
+++ b/mlir/unittests/Target/LLVM/SerializeROCDLTarget.cpp
@@ -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());
+ }
+}
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