160 lines
5.5 KiB
C++
160 lines
5.5 KiB
C++
//===- SerializeROCDLTarget.cpp ---------------------------------*- C++ -*-===//
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//
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// This file is licensed under the Apache License v2.0 with LLVM Exceptions.
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// See https://llvm.org/LICENSE.txt for license information.
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// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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//
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//===----------------------------------------------------------------------===//
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#include "mlir/Dialect/GPU/IR/GPUDialect.h"
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#include "mlir/Dialect/LLVMIR/ROCDLDialect.h"
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#include "mlir/IR/MLIRContext.h"
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#include "mlir/InitAllDialects.h"
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#include "mlir/Parser/Parser.h"
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#include "mlir/Target/LLVM/ROCDL/Target.h"
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#include "mlir/Target/LLVM/ROCDL/Utils.h"
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#include "mlir/Target/LLVMIR/Dialect/Builtin/BuiltinToLLVMIRTranslation.h"
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#include "mlir/Target/LLVMIR/Dialect/GPU/GPUToLLVMIRTranslation.h"
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#include "mlir/Target/LLVMIR/Dialect/LLVMIR/LLVMToLLVMIRTranslation.h"
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#include "mlir/Target/LLVMIR/Dialect/ROCDL/ROCDLToLLVMIRTranslation.h"
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#include "llvm/IRReader/IRReader.h"
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#include "llvm/Support/FileSystem.h"
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#include "llvm/Support/MemoryBufferRef.h"
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#include "llvm/Support/Path.h"
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#include "llvm/Support/TargetSelect.h"
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#include "llvm/Support/raw_ostream.h"
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#include "llvm/TargetParser/Host.h"
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#include "gmock/gmock.h"
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using namespace mlir;
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// Skip the test if the AMDGPU target was not built.
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#if MLIR_ROCM_CONVERSIONS_ENABLED == 0
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#define SKIP_WITHOUT_AMDGPU(x) DISABLED_##x
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#else
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#define SKIP_WITHOUT_AMDGPU(x) x
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#endif
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class MLIRTargetLLVMROCDL : public ::testing::Test {
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protected:
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virtual void SetUp() {
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registerBuiltinDialectTranslation(registry);
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registerLLVMDialectTranslation(registry);
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registerGPUDialectTranslation(registry);
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registerROCDLDialectTranslation(registry);
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ROCDL::registerROCDLTargetInterfaceExternalModels(registry);
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}
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// Checks if a ROCm installation is available.
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bool hasROCMTools() {
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StringRef rocmPath = ROCDL::getROCMPath();
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if (rocmPath.empty())
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return false;
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llvm::SmallString<128> lldPath(rocmPath);
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llvm::sys::path::append(lldPath, "llvm", "bin", "ld.lld");
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return llvm::sys::fs::can_execute(lldPath);
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}
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// Dialect registry.
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DialectRegistry registry;
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// MLIR module used for the tests.
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const std::string moduleStr = R"mlir(
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gpu.module @rocdl_test {
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llvm.func @rocdl_kernel(%arg0: f32) attributes {gpu.kernel, rocdl.kernel} {
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llvm.return
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}
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})mlir";
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};
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// Test ROCDL serialization to LLVM.
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TEST_F(MLIRTargetLLVMROCDL, SKIP_WITHOUT_AMDGPU(SerializeROCDLMToLLVM)) {
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MLIRContext context(registry);
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OwningOpRef<ModuleOp> module =
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parseSourceString<ModuleOp>(moduleStr, &context);
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ASSERT_TRUE(!!module);
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// Create a ROCDL target.
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ROCDL::ROCDLTargetAttr target = ROCDL::ROCDLTargetAttr::get(&context);
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// Serialize the module.
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auto serializer = dyn_cast<gpu::TargetAttrInterface>(target);
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ASSERT_TRUE(!!serializer);
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gpu::TargetOptions options("", {}, "", gpu::CompilationTarget::Offload);
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for (auto gpuModule : (*module).getBody()->getOps<gpu::GPUModuleOp>()) {
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std::optional<SmallVector<char, 0>> object =
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serializer.serializeToObject(gpuModule, options);
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// Check that the serializer was successful.
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ASSERT_TRUE(object != std::nullopt);
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ASSERT_TRUE(object->size() > 0);
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// Read the serialized module.
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llvm::MemoryBufferRef buffer(StringRef(object->data(), object->size()),
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"module");
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llvm::LLVMContext llvmContext;
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llvm::Expected<std::unique_ptr<llvm::Module>> llvmModule =
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llvm::getLazyBitcodeModule(buffer, llvmContext);
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ASSERT_TRUE(!!llvmModule);
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ASSERT_TRUE(!!*llvmModule);
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// Check that it has a function named `foo`.
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ASSERT_TRUE((*llvmModule)->getFunction("rocdl_kernel") != nullptr);
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}
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}
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// Test ROCDL serialization to PTX.
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TEST_F(MLIRTargetLLVMROCDL, SKIP_WITHOUT_AMDGPU(SerializeROCDLToPTX)) {
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MLIRContext context(registry);
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OwningOpRef<ModuleOp> module =
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parseSourceString<ModuleOp>(moduleStr, &context);
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ASSERT_TRUE(!!module);
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// Create a ROCDL target.
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ROCDL::ROCDLTargetAttr target = ROCDL::ROCDLTargetAttr::get(&context);
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// Serialize the module.
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auto serializer = dyn_cast<gpu::TargetAttrInterface>(target);
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ASSERT_TRUE(!!serializer);
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gpu::TargetOptions options("", {}, "", gpu::CompilationTarget::Assembly);
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for (auto gpuModule : (*module).getBody()->getOps<gpu::GPUModuleOp>()) {
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std::optional<SmallVector<char, 0>> object =
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serializer.serializeToObject(gpuModule, options);
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// Check that the serializer was successful.
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ASSERT_TRUE(object != std::nullopt);
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ASSERT_TRUE(object->size() > 0);
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ASSERT_TRUE(
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StringRef(object->data(), object->size()).contains("rocdl_kernel"));
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}
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}
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// Test ROCDL serialization to Binary.
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TEST_F(MLIRTargetLLVMROCDL, SKIP_WITHOUT_AMDGPU(SerializeROCDLToBinary)) {
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if (!hasROCMTools())
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GTEST_SKIP() << "ROCm installation not found, skipping test.";
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MLIRContext context(registry);
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OwningOpRef<ModuleOp> module =
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parseSourceString<ModuleOp>(moduleStr, &context);
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ASSERT_TRUE(!!module);
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// Create a ROCDL target.
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ROCDL::ROCDLTargetAttr target = ROCDL::ROCDLTargetAttr::get(&context);
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// Serialize the module.
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auto serializer = dyn_cast<gpu::TargetAttrInterface>(target);
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ASSERT_TRUE(!!serializer);
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gpu::TargetOptions options("", {}, "", gpu::CompilationTarget::Binary);
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for (auto gpuModule : (*module).getBody()->getOps<gpu::GPUModuleOp>()) {
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std::optional<SmallVector<char, 0>> object =
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serializer.serializeToObject(gpuModule, options);
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// Check that the serializer was successful.
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ASSERT_TRUE(object != std::nullopt);
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ASSERT_FALSE(object->empty());
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}
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}
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