//===- ModuleTranslation.cpp - MLIR to LLVM conversion --------------------===// // // Part of the MLIR 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 file implements the translation between an MLIR LLVM dialect module and // the corresponding LLVMIR module. It only handles core LLVM IR operations. // //===----------------------------------------------------------------------===// #include "mlir/Target/LLVMIR/ModuleTranslation.h" #include "mlir/Dialect/LLVMIR/LLVMDialect.h" #include "mlir/IR/Attributes.h" #include "mlir/IR/Module.h" #include "mlir/Support/LLVM.h" #include "llvm/ADT/SetVector.h" #include "llvm/IR/BasicBlock.h" #include "llvm/IR/Constants.h" #include "llvm/IR/DerivedTypes.h" #include "llvm/IR/IRBuilder.h" #include "llvm/IR/LLVMContext.h" #include "llvm/IR/Module.h" #include "llvm/Transforms/Utils/Cloning.h" using namespace mlir; using namespace mlir::LLVM; /// Create an LLVM IR constant of `llvmType` from the MLIR attribute `attr`. /// This currently supports integer, floating point, splat and dense element /// attributes and combinations thereof. In case of error, report it to `loc` /// and return nullptr. llvm::Constant *ModuleTranslation::getLLVMConstant(llvm::Type *llvmType, Attribute attr, Location loc) { if (!attr) return llvm::UndefValue::get(llvmType); if (auto intAttr = attr.dyn_cast()) return llvm::ConstantInt::get(llvmType, intAttr.getValue()); if (auto floatAttr = attr.dyn_cast()) return llvm::ConstantFP::get(llvmType, floatAttr.getValue()); if (auto funcAttr = attr.dyn_cast()) return functionMapping.lookup(funcAttr.getValue()); if (auto splatAttr = attr.dyn_cast()) { auto *sequentialType = cast(llvmType); auto elementType = sequentialType->getElementType(); uint64_t numElements = sequentialType->getNumElements(); // Splat value is a scalar. Extract it only if the element type is not // another sequence type. The recursion terminates because each step removes // one outer sequential type. llvm::Constant *child = getLLVMConstant( elementType, isa(elementType) ? splatAttr : splatAttr.getSplatValue(), loc); if (llvmType->isVectorTy()) return llvm::ConstantVector::getSplat(numElements, child); if (llvmType->isArrayTy()) { auto arrayType = llvm::ArrayType::get(elementType, numElements); SmallVector constants(numElements, child); return llvm::ConstantArray::get(arrayType, constants); } } if (auto elementsAttr = attr.dyn_cast()) { auto *sequentialType = cast(llvmType); auto elementType = sequentialType->getElementType(); uint64_t numElements = sequentialType->getNumElements(); SmallVector constants; constants.reserve(numElements); for (auto n : elementsAttr.getValues()) { constants.push_back(getLLVMConstant(elementType, n, loc)); if (!constants.back()) return nullptr; } if (llvmType->isVectorTy()) return llvm::ConstantVector::get(constants); if (llvmType->isArrayTy()) { auto arrayType = llvm::ArrayType::get(elementType, numElements); return llvm::ConstantArray::get(arrayType, constants); } } if (auto stringAttr = attr.dyn_cast()) { return llvm::ConstantDataArray::get( llvmModule->getContext(), ArrayRef{stringAttr.getValue().data(), stringAttr.getValue().size()}); } emitError(loc, "unsupported constant value"); return nullptr; } /// Convert MLIR integer comparison predicate to LLVM IR comparison predicate. static llvm::CmpInst::Predicate getLLVMCmpPredicate(ICmpPredicate p) { switch (p) { case LLVM::ICmpPredicate::eq: return llvm::CmpInst::Predicate::ICMP_EQ; case LLVM::ICmpPredicate::ne: return llvm::CmpInst::Predicate::ICMP_NE; case LLVM::ICmpPredicate::slt: return llvm::CmpInst::Predicate::ICMP_SLT; case LLVM::ICmpPredicate::sle: return llvm::CmpInst::Predicate::ICMP_SLE; case LLVM::ICmpPredicate::sgt: return llvm::CmpInst::Predicate::ICMP_SGT; case LLVM::ICmpPredicate::sge: return llvm::CmpInst::Predicate::ICMP_SGE; case LLVM::ICmpPredicate::ult: return llvm::CmpInst::Predicate::ICMP_ULT; case LLVM::ICmpPredicate::ule: return llvm::CmpInst::Predicate::ICMP_ULE; case LLVM::ICmpPredicate::ugt: return llvm::CmpInst::Predicate::ICMP_UGT; case LLVM::ICmpPredicate::uge: return llvm::CmpInst::Predicate::ICMP_UGE; } llvm_unreachable("incorrect comparison predicate"); } static llvm::CmpInst::Predicate getLLVMCmpPredicate(FCmpPredicate p) { switch (p) { case LLVM::FCmpPredicate::_false: return llvm::CmpInst::Predicate::FCMP_FALSE; case LLVM::FCmpPredicate::oeq: return llvm::CmpInst::Predicate::FCMP_OEQ; case LLVM::FCmpPredicate::ogt: return llvm::CmpInst::Predicate::FCMP_OGT; case LLVM::FCmpPredicate::oge: return llvm::CmpInst::Predicate::FCMP_OGE; case LLVM::FCmpPredicate::olt: return llvm::CmpInst::Predicate::FCMP_OLT; case LLVM::FCmpPredicate::ole: return llvm::CmpInst::Predicate::FCMP_OLE; case LLVM::FCmpPredicate::one: return llvm::CmpInst::Predicate::FCMP_ONE; case LLVM::FCmpPredicate::ord: return llvm::CmpInst::Predicate::FCMP_ORD; case LLVM::FCmpPredicate::ueq: return llvm::CmpInst::Predicate::FCMP_UEQ; case LLVM::FCmpPredicate::ugt: return llvm::CmpInst::Predicate::FCMP_UGT; case LLVM::FCmpPredicate::uge: return llvm::CmpInst::Predicate::FCMP_UGE; case LLVM::FCmpPredicate::ult: return llvm::CmpInst::Predicate::FCMP_ULT; case LLVM::FCmpPredicate::ule: return llvm::CmpInst::Predicate::FCMP_ULE; case LLVM::FCmpPredicate::une: return llvm::CmpInst::Predicate::FCMP_UNE; case LLVM::FCmpPredicate::uno: return llvm::CmpInst::Predicate::FCMP_UNO; case LLVM::FCmpPredicate::_true: return llvm::CmpInst::Predicate::FCMP_TRUE; } llvm_unreachable("incorrect comparison predicate"); } /// Given a single MLIR operation, create the corresponding LLVM IR operation /// using the `builder`. LLVM IR Builder does not have a generic interface so /// this has to be a long chain of `if`s calling different functions with a /// different number of arguments. LogicalResult ModuleTranslation::convertOperation(Operation &opInst, llvm::IRBuilder<> &builder) { auto extractPosition = [](ArrayAttr attr) { SmallVector position; position.reserve(attr.size()); for (Attribute v : attr) position.push_back(v.cast().getValue().getZExtValue()); return position; }; #include "mlir/Dialect/LLVMIR/LLVMConversions.inc" // Emit function calls. If the "callee" attribute is present, this is a // direct function call and we also need to look up the remapped function // itself. Otherwise, this is an indirect call and the callee is the first // operand, look it up as a normal value. Return the llvm::Value representing // the function result, which may be of llvm::VoidTy type. auto convertCall = [this, &builder](Operation &op) -> llvm::Value * { auto operands = lookupValues(op.getOperands()); ArrayRef operandsRef(operands); if (auto attr = op.getAttrOfType("callee")) { return builder.CreateCall(functionMapping.lookup(attr.getValue()), operandsRef); } else { return builder.CreateCall(operandsRef.front(), operandsRef.drop_front()); } }; // Emit calls. If the called function has a result, remap the corresponding // value. Note that LLVM IR dialect CallOp has either 0 or 1 result. if (isa(opInst)) { llvm::Value *result = convertCall(opInst); if (opInst.getNumResults() != 0) { valueMapping[opInst.getResult(0)] = result; return success(); } // Check that LLVM call returns void for 0-result functions. return success(result->getType()->isVoidTy()); } // Emit branches. We need to look up the remapped blocks and ignore the block // arguments that were transformed into PHI nodes. if (auto brOp = dyn_cast(opInst)) { builder.CreateBr(blockMapping[brOp.getSuccessor(0)]); return success(); } if (auto condbrOp = dyn_cast(opInst)) { builder.CreateCondBr(valueMapping.lookup(condbrOp.getOperand(0)), blockMapping[condbrOp.getSuccessor(0)], blockMapping[condbrOp.getSuccessor(1)]); return success(); } // Emit addressof. We need to look up the global value referenced by the // operation and store it in the MLIR-to-LLVM value mapping. This does not // emit any LLVM instruction. if (auto addressOfOp = dyn_cast(opInst)) { LLVM::GlobalOp global = addressOfOp.getGlobal(); // The verifier should not have allowed this. assert(global && "referencing an undefined global"); valueMapping[addressOfOp.getResult()] = globalsMapping.lookup(global); return success(); } return opInst.emitError("unsupported or non-LLVM operation: ") << opInst.getName(); } /// Convert block to LLVM IR. Unless `ignoreArguments` is set, emit PHI nodes /// to define values corresponding to the MLIR block arguments. These nodes /// are not connected to the source basic blocks, which may not exist yet. LogicalResult ModuleTranslation::convertBlock(Block &bb, bool ignoreArguments) { llvm::IRBuilder<> builder(blockMapping[&bb]); // Before traversing operations, make block arguments available through // value remapping and PHI nodes, but do not add incoming edges for the PHI // nodes just yet: those values may be defined by this or following blocks. // This step is omitted if "ignoreArguments" is set. The arguments of the // first block have been already made available through the remapping of // LLVM function arguments. if (!ignoreArguments) { auto predecessors = bb.getPredecessors(); unsigned numPredecessors = std::distance(predecessors.begin(), predecessors.end()); for (auto arg : bb.getArguments()) { auto wrappedType = arg.getType().dyn_cast(); if (!wrappedType) return emitError(bb.front().getLoc(), "block argument does not have an LLVM type"); llvm::Type *type = wrappedType.getUnderlyingType(); llvm::PHINode *phi = builder.CreatePHI(type, numPredecessors); valueMapping[arg] = phi; } } // Traverse operations. for (auto &op : bb) { if (failed(convertOperation(op, builder))) return failure(); } return success(); } /// Convert the LLVM dialect linkage type to LLVM IR linkage type. llvm::GlobalVariable::LinkageTypes convertLinkageType(LLVM::Linkage linkage) { switch (linkage) { case LLVM::Linkage::Private: return llvm::GlobalValue::PrivateLinkage; case LLVM::Linkage::Internal: return llvm::GlobalValue::InternalLinkage; case LLVM::Linkage::AvailableExternally: return llvm::GlobalValue::AvailableExternallyLinkage; case LLVM::Linkage::Linkonce: return llvm::GlobalValue::LinkOnceAnyLinkage; case LLVM::Linkage::Weak: return llvm::GlobalValue::WeakAnyLinkage; case LLVM::Linkage::Common: return llvm::GlobalValue::CommonLinkage; case LLVM::Linkage::Appending: return llvm::GlobalValue::AppendingLinkage; case LLVM::Linkage::ExternWeak: return llvm::GlobalValue::ExternalWeakLinkage; case LLVM::Linkage::LinkonceODR: return llvm::GlobalValue::LinkOnceODRLinkage; case LLVM::Linkage::WeakODR: return llvm::GlobalValue::WeakODRLinkage; case LLVM::Linkage::External: return llvm::GlobalValue::ExternalLinkage; } llvm_unreachable("unknown linkage type"); } /// Create named global variables that correspond to llvm.mlir.global /// definitions. void ModuleTranslation::convertGlobals() { for (auto op : getModuleBody(mlirModule).getOps()) { llvm::Type *type = op.getType().getUnderlyingType(); llvm::Constant *cst = llvm::UndefValue::get(type); if (op.getValueOrNull()) { // String attributes are treated separately because they cannot appear as // in-function constants and are thus not supported by getLLVMConstant. if (auto strAttr = op.getValueOrNull().dyn_cast_or_null()) { cst = llvm::ConstantDataArray::getString( llvmModule->getContext(), strAttr.getValue(), /*AddNull=*/false); type = cst->getType(); } else { cst = getLLVMConstant(type, op.getValueOrNull(), op.getLoc()); } } else if (Block *initializer = op.getInitializerBlock()) { llvm::IRBuilder<> builder(llvmModule->getContext()); for (auto &op : initializer->without_terminator()) { if (failed(convertOperation(op, builder)) || !isa(valueMapping.lookup(op.getResult(0)))) { emitError(op.getLoc(), "unemittable constant value"); return; } } ReturnOp ret = cast(initializer->getTerminator()); cst = cast(valueMapping.lookup(ret.getOperand(0))); } auto linkage = convertLinkageType(op.linkage()); bool anyExternalLinkage = (linkage == llvm::GlobalVariable::ExternalLinkage || linkage == llvm::GlobalVariable::ExternalWeakLinkage); auto addrSpace = op.addr_space().getLimitedValue(); auto *var = new llvm::GlobalVariable( *llvmModule, type, op.constant(), linkage, anyExternalLinkage ? nullptr : cst, op.sym_name(), /*InsertBefore=*/nullptr, llvm::GlobalValue::NotThreadLocal, addrSpace); globalsMapping.try_emplace(op, var); } } /// Get the SSA value passed to the current block from the terminator operation /// of its predecessor. static Value getPHISourceValue(Block *current, Block *pred, unsigned numArguments, unsigned index) { auto &terminator = *pred->getTerminator(); if (isa(terminator)) { return terminator.getOperand(index); } // For conditional branches, we need to check if the current block is reached // through the "true" or the "false" branch and take the relevant operands. auto condBranchOp = dyn_cast(terminator); assert(condBranchOp && "only branch operations can be terminators of a block that " "has successors"); assert((condBranchOp.getSuccessor(0) != condBranchOp.getSuccessor(1)) && "successors with arguments in LLVM conditional branches must be " "different blocks"); return condBranchOp.getSuccessor(0) == current ? terminator.getSuccessorOperand(0, index) : terminator.getSuccessorOperand(1, index); } void ModuleTranslation::connectPHINodes(LLVMFuncOp func) { // Skip the first block, it cannot be branched to and its arguments correspond // to the arguments of the LLVM function. for (auto it = std::next(func.begin()), eit = func.end(); it != eit; ++it) { Block *bb = &*it; llvm::BasicBlock *llvmBB = blockMapping.lookup(bb); auto phis = llvmBB->phis(); auto numArguments = bb->getNumArguments(); assert(numArguments == std::distance(phis.begin(), phis.end())); for (auto &numberedPhiNode : llvm::enumerate(phis)) { auto &phiNode = numberedPhiNode.value(); unsigned index = numberedPhiNode.index(); for (auto *pred : bb->getPredecessors()) { phiNode.addIncoming(valueMapping.lookup(getPHISourceValue( bb, pred, numArguments, index)), blockMapping.lookup(pred)); } } } } // TODO(mlir-team): implement an iterative version static void topologicalSortImpl(llvm::SetVector &blocks, Block *b) { blocks.insert(b); for (Block *bb : b->getSuccessors()) { if (blocks.count(bb) == 0) topologicalSortImpl(blocks, bb); } } /// Sort function blocks topologically. static llvm::SetVector topologicalSort(LLVMFuncOp f) { // For each blocks that has not been visited yet (i.e. that has no // predecessors), add it to the list and traverse its successors in DFS // preorder. llvm::SetVector blocks; for (Block &b : f.getBlocks()) { if (blocks.count(&b) == 0) topologicalSortImpl(blocks, &b); } assert(blocks.size() == f.getBlocks().size() && "some blocks are not sorted"); return blocks; } LogicalResult ModuleTranslation::convertOneFunction(LLVMFuncOp func) { // Clear the block and value mappings, they are only relevant within one // function. blockMapping.clear(); valueMapping.clear(); llvm::Function *llvmFunc = functionMapping.lookup(func.getName()); // Add function arguments to the value remapping table. // If there was noalias info then we decorate each argument accordingly. unsigned int argIdx = 0; for (auto kvp : llvm::zip(func.getArguments(), llvmFunc->args())) { llvm::Argument &llvmArg = std::get<1>(kvp); BlockArgument mlirArg = std::get<0>(kvp); if (auto attr = func.getArgAttrOfType(argIdx, "llvm.noalias")) { // NB: Attribute already verified to be boolean, so check if we can indeed // attach the attribute to this argument, based on its type. auto argTy = mlirArg.getType().dyn_cast(); if (!argTy.getUnderlyingType()->isPointerTy()) return func.emitError( "llvm.noalias attribute attached to LLVM non-pointer argument"); if (attr.getValue()) llvmArg.addAttr(llvm::Attribute::AttrKind::NoAlias); } valueMapping[mlirArg] = &llvmArg; argIdx++; } // First, create all blocks so we can jump to them. llvm::LLVMContext &llvmContext = llvmFunc->getContext(); for (auto &bb : func) { auto *llvmBB = llvm::BasicBlock::Create(llvmContext); llvmBB->insertInto(llvmFunc); blockMapping[&bb] = llvmBB; } // Then, convert blocks one by one in topological order to ensure defs are // converted before uses. auto blocks = topologicalSort(func); for (auto indexedBB : llvm::enumerate(blocks)) { auto *bb = indexedBB.value(); if (failed(convertBlock(*bb, /*ignoreArguments=*/indexedBB.index() == 0))) return failure(); } // Finally, after all blocks have been traversed and values mapped, connect // the PHI nodes to the results of preceding blocks. connectPHINodes(func); return success(); } LogicalResult ModuleTranslation::checkSupportedModuleOps(Operation *m) { for (Operation &o : getModuleBody(m).getOperations()) if (!isa(&o) && !isa(&o) && !o.isKnownTerminator()) return o.emitOpError("unsupported module-level operation"); return success(); } LogicalResult ModuleTranslation::convertFunctions() { // Declare all functions first because there may be function calls that form a // call graph with cycles. for (auto function : getModuleBody(mlirModule).getOps()) { llvm::FunctionCallee llvmFuncCst = llvmModule->getOrInsertFunction( function.getName(), cast(function.getType().getUnderlyingType())); assert(isa(llvmFuncCst.getCallee())); functionMapping[function.getName()] = cast(llvmFuncCst.getCallee()); } // Convert functions. for (auto function : getModuleBody(mlirModule).getOps()) { // Ignore external functions. if (function.isExternal()) continue; if (failed(convertOneFunction(function))) return failure(); } return success(); } /// A helper to look up remapped operands in the value remapping table.` SmallVector ModuleTranslation::lookupValues(ValueRange values) { SmallVector remapped; remapped.reserve(values.size()); for (Value v : values) remapped.push_back(valueMapping.lookup(v)); return remapped; } std::unique_ptr ModuleTranslation::prepareLLVMModule(Operation *m) { auto *dialect = m->getContext()->getRegisteredDialect(); assert(dialect && "LLVM dialect must be registered"); auto llvmModule = llvm::CloneModule(dialect->getLLVMModule()); if (!llvmModule) return nullptr; llvm::LLVMContext &llvmContext = llvmModule->getContext(); llvm::IRBuilder<> builder(llvmContext); // Inject declarations for `malloc` and `free` functions that can be used in // memref allocation/deallocation coming from standard ops lowering. llvmModule->getOrInsertFunction("malloc", builder.getInt8PtrTy(), builder.getInt64Ty()); llvmModule->getOrInsertFunction("free", builder.getVoidTy(), builder.getInt8PtrTy()); return llvmModule; }