1cde4d5a6SJacques Pienaar //===- ModuleTranslation.cpp - MLIR to LLVM conversion --------------------===// 25d7231d8SStephan Herhut // 356222a06SMehdi Amini // Part of the MLIR Project, under the Apache License v2.0 with LLVM Exceptions. 456222a06SMehdi Amini // See https://llvm.org/LICENSE.txt for license information. 556222a06SMehdi Amini // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception 65d7231d8SStephan Herhut // 756222a06SMehdi Amini //===----------------------------------------------------------------------===// 85d7231d8SStephan Herhut // 95d7231d8SStephan Herhut // This file implements the translation between an MLIR LLVM dialect module and 105d7231d8SStephan Herhut // the corresponding LLVMIR module. It only handles core LLVM IR operations. 115d7231d8SStephan Herhut // 125d7231d8SStephan Herhut //===----------------------------------------------------------------------===// 135d7231d8SStephan Herhut 145d7231d8SStephan Herhut #include "mlir/Target/LLVMIR/ModuleTranslation.h" 155d7231d8SStephan Herhut 16ba0fa925SRiver Riddle #include "mlir/Dialect/LLVMIR/LLVMDialect.h" 175d7231d8SStephan Herhut #include "mlir/IR/Attributes.h" 185d7231d8SStephan Herhut #include "mlir/IR/Module.h" 195d7231d8SStephan Herhut #include "mlir/Support/LLVM.h" 205d7231d8SStephan Herhut 215d7231d8SStephan Herhut #include "llvm/ADT/SetVector.h" 225d7231d8SStephan Herhut #include "llvm/IR/BasicBlock.h" 235d7231d8SStephan Herhut #include "llvm/IR/Constants.h" 245d7231d8SStephan Herhut #include "llvm/IR/DerivedTypes.h" 255d7231d8SStephan Herhut #include "llvm/IR/IRBuilder.h" 265d7231d8SStephan Herhut #include "llvm/IR/LLVMContext.h" 275d7231d8SStephan Herhut #include "llvm/IR/Module.h" 285d7231d8SStephan Herhut #include "llvm/Transforms/Utils/Cloning.h" 295d7231d8SStephan Herhut 302666b973SRiver Riddle using namespace mlir; 312666b973SRiver Riddle using namespace mlir::LLVM; 325d7231d8SStephan Herhut 332666b973SRiver Riddle /// Create an LLVM IR constant of `llvmType` from the MLIR attribute `attr`. 342666b973SRiver Riddle /// This currently supports integer, floating point, splat and dense element 352666b973SRiver Riddle /// attributes and combinations thereof. In case of error, report it to `loc` 362666b973SRiver Riddle /// and return nullptr. 375d7231d8SStephan Herhut llvm::Constant *ModuleTranslation::getLLVMConstant(llvm::Type *llvmType, 385d7231d8SStephan Herhut Attribute attr, 395d7231d8SStephan Herhut Location loc) { 4033a3a91bSChristian Sigg if (!attr) 4133a3a91bSChristian Sigg return llvm::UndefValue::get(llvmType); 425d7231d8SStephan Herhut if (auto intAttr = attr.dyn_cast<IntegerAttr>()) 435d7231d8SStephan Herhut return llvm::ConstantInt::get(llvmType, intAttr.getValue()); 445d7231d8SStephan Herhut if (auto floatAttr = attr.dyn_cast<FloatAttr>()) 455d7231d8SStephan Herhut return llvm::ConstantFP::get(llvmType, floatAttr.getValue()); 469b9c647cSRiver Riddle if (auto funcAttr = attr.dyn_cast<FlatSymbolRefAttr>()) 475d7231d8SStephan Herhut return functionMapping.lookup(funcAttr.getValue()); 485d7231d8SStephan Herhut if (auto splatAttr = attr.dyn_cast<SplatElementsAttr>()) { 492f13df13SMLIR Team auto *sequentialType = cast<llvm::SequentialType>(llvmType); 502f13df13SMLIR Team auto elementType = sequentialType->getElementType(); 512f13df13SMLIR Team uint64_t numElements = sequentialType->getNumElements(); 52*d6ea8ff0SAlex Zinenko // Splat value is a scalar. Extract it only if the element type is not 53*d6ea8ff0SAlex Zinenko // another sequence type. The recursion terminates because each step removes 54*d6ea8ff0SAlex Zinenko // one outer sequential type. 55*d6ea8ff0SAlex Zinenko llvm::Constant *child = getLLVMConstant( 56*d6ea8ff0SAlex Zinenko elementType, 57*d6ea8ff0SAlex Zinenko isa<llvm::SequentialType>(elementType) ? splatAttr 58*d6ea8ff0SAlex Zinenko : splatAttr.getSplatValue(), 59*d6ea8ff0SAlex Zinenko loc); 602f13df13SMLIR Team if (llvmType->isVectorTy()) 612f13df13SMLIR Team return llvm::ConstantVector::getSplat(numElements, child); 622f13df13SMLIR Team if (llvmType->isArrayTy()) { 632f13df13SMLIR Team auto arrayType = llvm::ArrayType::get(elementType, numElements); 642f13df13SMLIR Team SmallVector<llvm::Constant *, 8> constants(numElements, child); 652f13df13SMLIR Team return llvm::ConstantArray::get(arrayType, constants); 662f13df13SMLIR Team } 675d7231d8SStephan Herhut } 68d906f84bSRiver Riddle if (auto elementsAttr = attr.dyn_cast<ElementsAttr>()) { 692f13df13SMLIR Team auto *sequentialType = cast<llvm::SequentialType>(llvmType); 702f13df13SMLIR Team auto elementType = sequentialType->getElementType(); 712f13df13SMLIR Team uint64_t numElements = sequentialType->getNumElements(); 725d7231d8SStephan Herhut SmallVector<llvm::Constant *, 8> constants; 735d7231d8SStephan Herhut constants.reserve(numElements); 74d906f84bSRiver Riddle for (auto n : elementsAttr.getValues<Attribute>()) { 752f13df13SMLIR Team constants.push_back(getLLVMConstant(elementType, n, loc)); 765d7231d8SStephan Herhut if (!constants.back()) 775d7231d8SStephan Herhut return nullptr; 785d7231d8SStephan Herhut } 792f13df13SMLIR Team if (llvmType->isVectorTy()) 805d7231d8SStephan Herhut return llvm::ConstantVector::get(constants); 812f13df13SMLIR Team if (llvmType->isArrayTy()) { 822f13df13SMLIR Team auto arrayType = llvm::ArrayType::get(elementType, numElements); 832f13df13SMLIR Team return llvm::ConstantArray::get(arrayType, constants); 842f13df13SMLIR Team } 855d7231d8SStephan Herhut } 86cb348dffSStephan Herhut if (auto stringAttr = attr.dyn_cast<StringAttr>()) { 87cb348dffSStephan Herhut return llvm::ConstantDataArray::get( 88cb348dffSStephan Herhut llvmModule->getContext(), ArrayRef<char>{stringAttr.getValue().data(), 89cb348dffSStephan Herhut stringAttr.getValue().size()}); 90cb348dffSStephan Herhut } 91a4c3a645SRiver Riddle emitError(loc, "unsupported constant value"); 925d7231d8SStephan Herhut return nullptr; 935d7231d8SStephan Herhut } 945d7231d8SStephan Herhut 952666b973SRiver Riddle /// Convert MLIR integer comparison predicate to LLVM IR comparison predicate. 96ec82e1c9SAlex Zinenko static llvm::CmpInst::Predicate getLLVMCmpPredicate(ICmpPredicate p) { 975d7231d8SStephan Herhut switch (p) { 98ec82e1c9SAlex Zinenko case LLVM::ICmpPredicate::eq: 995d7231d8SStephan Herhut return llvm::CmpInst::Predicate::ICMP_EQ; 100ec82e1c9SAlex Zinenko case LLVM::ICmpPredicate::ne: 1015d7231d8SStephan Herhut return llvm::CmpInst::Predicate::ICMP_NE; 102ec82e1c9SAlex Zinenko case LLVM::ICmpPredicate::slt: 1035d7231d8SStephan Herhut return llvm::CmpInst::Predicate::ICMP_SLT; 104ec82e1c9SAlex Zinenko case LLVM::ICmpPredicate::sle: 1055d7231d8SStephan Herhut return llvm::CmpInst::Predicate::ICMP_SLE; 106ec82e1c9SAlex Zinenko case LLVM::ICmpPredicate::sgt: 1075d7231d8SStephan Herhut return llvm::CmpInst::Predicate::ICMP_SGT; 108ec82e1c9SAlex Zinenko case LLVM::ICmpPredicate::sge: 1095d7231d8SStephan Herhut return llvm::CmpInst::Predicate::ICMP_SGE; 110ec82e1c9SAlex Zinenko case LLVM::ICmpPredicate::ult: 1115d7231d8SStephan Herhut return llvm::CmpInst::Predicate::ICMP_ULT; 112ec82e1c9SAlex Zinenko case LLVM::ICmpPredicate::ule: 1135d7231d8SStephan Herhut return llvm::CmpInst::Predicate::ICMP_ULE; 114ec82e1c9SAlex Zinenko case LLVM::ICmpPredicate::ugt: 1155d7231d8SStephan Herhut return llvm::CmpInst::Predicate::ICMP_UGT; 116ec82e1c9SAlex Zinenko case LLVM::ICmpPredicate::uge: 1175d7231d8SStephan Herhut return llvm::CmpInst::Predicate::ICMP_UGE; 1185d7231d8SStephan Herhut } 119e6365f3dSJacques Pienaar llvm_unreachable("incorrect comparison predicate"); 1205d7231d8SStephan Herhut } 1215d7231d8SStephan Herhut 12248fdc8d7SNagy Mostafa static llvm::CmpInst::Predicate getLLVMCmpPredicate(FCmpPredicate p) { 12348fdc8d7SNagy Mostafa switch (p) { 12448fdc8d7SNagy Mostafa case LLVM::FCmpPredicate::_false: 12548fdc8d7SNagy Mostafa return llvm::CmpInst::Predicate::FCMP_FALSE; 12648fdc8d7SNagy Mostafa case LLVM::FCmpPredicate::oeq: 12748fdc8d7SNagy Mostafa return llvm::CmpInst::Predicate::FCMP_OEQ; 12848fdc8d7SNagy Mostafa case LLVM::FCmpPredicate::ogt: 12948fdc8d7SNagy Mostafa return llvm::CmpInst::Predicate::FCMP_OGT; 13048fdc8d7SNagy Mostafa case LLVM::FCmpPredicate::oge: 13148fdc8d7SNagy Mostafa return llvm::CmpInst::Predicate::FCMP_OGE; 13248fdc8d7SNagy Mostafa case LLVM::FCmpPredicate::olt: 13348fdc8d7SNagy Mostafa return llvm::CmpInst::Predicate::FCMP_OLT; 13448fdc8d7SNagy Mostafa case LLVM::FCmpPredicate::ole: 13548fdc8d7SNagy Mostafa return llvm::CmpInst::Predicate::FCMP_OLE; 13648fdc8d7SNagy Mostafa case LLVM::FCmpPredicate::one: 13748fdc8d7SNagy Mostafa return llvm::CmpInst::Predicate::FCMP_ONE; 13848fdc8d7SNagy Mostafa case LLVM::FCmpPredicate::ord: 13948fdc8d7SNagy Mostafa return llvm::CmpInst::Predicate::FCMP_ORD; 14048fdc8d7SNagy Mostafa case LLVM::FCmpPredicate::ueq: 14148fdc8d7SNagy Mostafa return llvm::CmpInst::Predicate::FCMP_UEQ; 14248fdc8d7SNagy Mostafa case LLVM::FCmpPredicate::ugt: 14348fdc8d7SNagy Mostafa return llvm::CmpInst::Predicate::FCMP_UGT; 14448fdc8d7SNagy Mostafa case LLVM::FCmpPredicate::uge: 14548fdc8d7SNagy Mostafa return llvm::CmpInst::Predicate::FCMP_UGE; 14648fdc8d7SNagy Mostafa case LLVM::FCmpPredicate::ult: 14748fdc8d7SNagy Mostafa return llvm::CmpInst::Predicate::FCMP_ULT; 14848fdc8d7SNagy Mostafa case LLVM::FCmpPredicate::ule: 14948fdc8d7SNagy Mostafa return llvm::CmpInst::Predicate::FCMP_ULE; 15048fdc8d7SNagy Mostafa case LLVM::FCmpPredicate::une: 15148fdc8d7SNagy Mostafa return llvm::CmpInst::Predicate::FCMP_UNE; 15248fdc8d7SNagy Mostafa case LLVM::FCmpPredicate::uno: 15348fdc8d7SNagy Mostafa return llvm::CmpInst::Predicate::FCMP_UNO; 15448fdc8d7SNagy Mostafa case LLVM::FCmpPredicate::_true: 15548fdc8d7SNagy Mostafa return llvm::CmpInst::Predicate::FCMP_TRUE; 15648fdc8d7SNagy Mostafa } 157e6365f3dSJacques Pienaar llvm_unreachable("incorrect comparison predicate"); 15848fdc8d7SNagy Mostafa } 15948fdc8d7SNagy Mostafa 1602666b973SRiver Riddle /// Given a single MLIR operation, create the corresponding LLVM IR operation 1612666b973SRiver Riddle /// using the `builder`. LLVM IR Builder does not have a generic interface so 1622666b973SRiver Riddle /// this has to be a long chain of `if`s calling different functions with a 1632666b973SRiver Riddle /// different number of arguments. 164baa1ec22SAlex Zinenko LogicalResult ModuleTranslation::convertOperation(Operation &opInst, 1655d7231d8SStephan Herhut llvm::IRBuilder<> &builder) { 1665d7231d8SStephan Herhut auto extractPosition = [](ArrayAttr attr) { 1675d7231d8SStephan Herhut SmallVector<unsigned, 4> position; 1685d7231d8SStephan Herhut position.reserve(attr.size()); 1695d7231d8SStephan Herhut for (Attribute v : attr) 1705d7231d8SStephan Herhut position.push_back(v.cast<IntegerAttr>().getValue().getZExtValue()); 1715d7231d8SStephan Herhut return position; 1725d7231d8SStephan Herhut }; 1735d7231d8SStephan Herhut 174ba0fa925SRiver Riddle #include "mlir/Dialect/LLVMIR/LLVMConversions.inc" 1755d7231d8SStephan Herhut 1765d7231d8SStephan Herhut // Emit function calls. If the "callee" attribute is present, this is a 1775d7231d8SStephan Herhut // direct function call and we also need to look up the remapped function 1785d7231d8SStephan Herhut // itself. Otherwise, this is an indirect call and the callee is the first 1795d7231d8SStephan Herhut // operand, look it up as a normal value. Return the llvm::Value representing 1805d7231d8SStephan Herhut // the function result, which may be of llvm::VoidTy type. 1815d7231d8SStephan Herhut auto convertCall = [this, &builder](Operation &op) -> llvm::Value * { 1825d7231d8SStephan Herhut auto operands = lookupValues(op.getOperands()); 1835d7231d8SStephan Herhut ArrayRef<llvm::Value *> operandsRef(operands); 1849b9c647cSRiver Riddle if (auto attr = op.getAttrOfType<FlatSymbolRefAttr>("callee")) { 1855d7231d8SStephan Herhut return builder.CreateCall(functionMapping.lookup(attr.getValue()), 1865d7231d8SStephan Herhut operandsRef); 1875d7231d8SStephan Herhut } else { 1885d7231d8SStephan Herhut return builder.CreateCall(operandsRef.front(), operandsRef.drop_front()); 1895d7231d8SStephan Herhut } 1905d7231d8SStephan Herhut }; 1915d7231d8SStephan Herhut 1925d7231d8SStephan Herhut // Emit calls. If the called function has a result, remap the corresponding 1935d7231d8SStephan Herhut // value. Note that LLVM IR dialect CallOp has either 0 or 1 result. 194d5b60ee8SRiver Riddle if (isa<LLVM::CallOp>(opInst)) { 1955d7231d8SStephan Herhut llvm::Value *result = convertCall(opInst); 1965d7231d8SStephan Herhut if (opInst.getNumResults() != 0) { 1975d7231d8SStephan Herhut valueMapping[opInst.getResult(0)] = result; 198baa1ec22SAlex Zinenko return success(); 1995d7231d8SStephan Herhut } 2005d7231d8SStephan Herhut // Check that LLVM call returns void for 0-result functions. 201baa1ec22SAlex Zinenko return success(result->getType()->isVoidTy()); 2025d7231d8SStephan Herhut } 2035d7231d8SStephan Herhut 2045d7231d8SStephan Herhut // Emit branches. We need to look up the remapped blocks and ignore the block 2055d7231d8SStephan Herhut // arguments that were transformed into PHI nodes. 206c5ecf991SRiver Riddle if (auto brOp = dyn_cast<LLVM::BrOp>(opInst)) { 2075d7231d8SStephan Herhut builder.CreateBr(blockMapping[brOp.getSuccessor(0)]); 208baa1ec22SAlex Zinenko return success(); 2095d7231d8SStephan Herhut } 210c5ecf991SRiver Riddle if (auto condbrOp = dyn_cast<LLVM::CondBrOp>(opInst)) { 2115d7231d8SStephan Herhut builder.CreateCondBr(valueMapping.lookup(condbrOp.getOperand(0)), 2125d7231d8SStephan Herhut blockMapping[condbrOp.getSuccessor(0)], 2135d7231d8SStephan Herhut blockMapping[condbrOp.getSuccessor(1)]); 214baa1ec22SAlex Zinenko return success(); 2155d7231d8SStephan Herhut } 2165d7231d8SStephan Herhut 2172dd38b09SAlex Zinenko // Emit addressof. We need to look up the global value referenced by the 2182dd38b09SAlex Zinenko // operation and store it in the MLIR-to-LLVM value mapping. This does not 2192dd38b09SAlex Zinenko // emit any LLVM instruction. 2202dd38b09SAlex Zinenko if (auto addressOfOp = dyn_cast<LLVM::AddressOfOp>(opInst)) { 2212dd38b09SAlex Zinenko LLVM::GlobalOp global = addressOfOp.getGlobal(); 2222dd38b09SAlex Zinenko // The verifier should not have allowed this. 2232dd38b09SAlex Zinenko assert(global && "referencing an undefined global"); 2242dd38b09SAlex Zinenko 2252dd38b09SAlex Zinenko valueMapping[addressOfOp.getResult()] = globalsMapping.lookup(global); 2262dd38b09SAlex Zinenko return success(); 2272dd38b09SAlex Zinenko } 2282dd38b09SAlex Zinenko 229baa1ec22SAlex Zinenko return opInst.emitError("unsupported or non-LLVM operation: ") 230baa1ec22SAlex Zinenko << opInst.getName(); 2315d7231d8SStephan Herhut } 2325d7231d8SStephan Herhut 2332666b973SRiver Riddle /// Convert block to LLVM IR. Unless `ignoreArguments` is set, emit PHI nodes 2342666b973SRiver Riddle /// to define values corresponding to the MLIR block arguments. These nodes 2352666b973SRiver Riddle /// are not connected to the source basic blocks, which may not exist yet. 236baa1ec22SAlex Zinenko LogicalResult ModuleTranslation::convertBlock(Block &bb, bool ignoreArguments) { 2375d7231d8SStephan Herhut llvm::IRBuilder<> builder(blockMapping[&bb]); 2385d7231d8SStephan Herhut 2395d7231d8SStephan Herhut // Before traversing operations, make block arguments available through 2405d7231d8SStephan Herhut // value remapping and PHI nodes, but do not add incoming edges for the PHI 2415d7231d8SStephan Herhut // nodes just yet: those values may be defined by this or following blocks. 2425d7231d8SStephan Herhut // This step is omitted if "ignoreArguments" is set. The arguments of the 2435d7231d8SStephan Herhut // first block have been already made available through the remapping of 2445d7231d8SStephan Herhut // LLVM function arguments. 2455d7231d8SStephan Herhut if (!ignoreArguments) { 2465d7231d8SStephan Herhut auto predecessors = bb.getPredecessors(); 2475d7231d8SStephan Herhut unsigned numPredecessors = 2485d7231d8SStephan Herhut std::distance(predecessors.begin(), predecessors.end()); 24935807bc4SRiver Riddle for (auto arg : bb.getArguments()) { 2502bdf33ccSRiver Riddle auto wrappedType = arg.getType().dyn_cast<LLVM::LLVMType>(); 251baa1ec22SAlex Zinenko if (!wrappedType) 252baa1ec22SAlex Zinenko return emitError(bb.front().getLoc(), 253a4c3a645SRiver Riddle "block argument does not have an LLVM type"); 2545d7231d8SStephan Herhut llvm::Type *type = wrappedType.getUnderlyingType(); 2555d7231d8SStephan Herhut llvm::PHINode *phi = builder.CreatePHI(type, numPredecessors); 2565d7231d8SStephan Herhut valueMapping[arg] = phi; 2575d7231d8SStephan Herhut } 2585d7231d8SStephan Herhut } 2595d7231d8SStephan Herhut 2605d7231d8SStephan Herhut // Traverse operations. 2615d7231d8SStephan Herhut for (auto &op : bb) { 262baa1ec22SAlex Zinenko if (failed(convertOperation(op, builder))) 263baa1ec22SAlex Zinenko return failure(); 2645d7231d8SStephan Herhut } 2655d7231d8SStephan Herhut 266baa1ec22SAlex Zinenko return success(); 2675d7231d8SStephan Herhut } 2685d7231d8SStephan Herhut 2692666b973SRiver Riddle /// Convert the LLVM dialect linkage type to LLVM IR linkage type. 270d5e627f8SAlex Zinenko llvm::GlobalVariable::LinkageTypes convertLinkageType(LLVM::Linkage linkage) { 271d5e627f8SAlex Zinenko switch (linkage) { 272d5e627f8SAlex Zinenko case LLVM::Linkage::Private: 273d5e627f8SAlex Zinenko return llvm::GlobalValue::PrivateLinkage; 274d5e627f8SAlex Zinenko case LLVM::Linkage::Internal: 275d5e627f8SAlex Zinenko return llvm::GlobalValue::InternalLinkage; 276d5e627f8SAlex Zinenko case LLVM::Linkage::AvailableExternally: 277d5e627f8SAlex Zinenko return llvm::GlobalValue::AvailableExternallyLinkage; 278d5e627f8SAlex Zinenko case LLVM::Linkage::Linkonce: 279d5e627f8SAlex Zinenko return llvm::GlobalValue::LinkOnceAnyLinkage; 280d5e627f8SAlex Zinenko case LLVM::Linkage::Weak: 281d5e627f8SAlex Zinenko return llvm::GlobalValue::WeakAnyLinkage; 282d5e627f8SAlex Zinenko case LLVM::Linkage::Common: 283d5e627f8SAlex Zinenko return llvm::GlobalValue::CommonLinkage; 284d5e627f8SAlex Zinenko case LLVM::Linkage::Appending: 285d5e627f8SAlex Zinenko return llvm::GlobalValue::AppendingLinkage; 286d5e627f8SAlex Zinenko case LLVM::Linkage::ExternWeak: 287d5e627f8SAlex Zinenko return llvm::GlobalValue::ExternalWeakLinkage; 288d5e627f8SAlex Zinenko case LLVM::Linkage::LinkonceODR: 289d5e627f8SAlex Zinenko return llvm::GlobalValue::LinkOnceODRLinkage; 290d5e627f8SAlex Zinenko case LLVM::Linkage::WeakODR: 291d5e627f8SAlex Zinenko return llvm::GlobalValue::WeakODRLinkage; 292d5e627f8SAlex Zinenko case LLVM::Linkage::External: 293d5e627f8SAlex Zinenko return llvm::GlobalValue::ExternalLinkage; 294d5e627f8SAlex Zinenko } 295d5e627f8SAlex Zinenko llvm_unreachable("unknown linkage type"); 296d5e627f8SAlex Zinenko } 297d5e627f8SAlex Zinenko 2982666b973SRiver Riddle /// Create named global variables that correspond to llvm.mlir.global 2992666b973SRiver Riddle /// definitions. 300b9ff2dd8SAlex Zinenko void ModuleTranslation::convertGlobals() { 30144fc7d72STres Popp for (auto op : getModuleBody(mlirModule).getOps<LLVM::GlobalOp>()) { 302250a11aeSJames Molloy llvm::Type *type = op.getType().getUnderlyingType(); 303250a11aeSJames Molloy llvm::Constant *cst = llvm::UndefValue::get(type); 304250a11aeSJames Molloy if (op.getValueOrNull()) { 30568451df2SAlex Zinenko // String attributes are treated separately because they cannot appear as 30668451df2SAlex Zinenko // in-function constants and are thus not supported by getLLVMConstant. 30733a3a91bSChristian Sigg if (auto strAttr = op.getValueOrNull().dyn_cast_or_null<StringAttr>()) { 3082dd38b09SAlex Zinenko cst = llvm::ConstantDataArray::getString( 30968451df2SAlex Zinenko llvmModule->getContext(), strAttr.getValue(), /*AddNull=*/false); 3102dd38b09SAlex Zinenko type = cst->getType(); 3112dd38b09SAlex Zinenko } else { 31233a3a91bSChristian Sigg cst = getLLVMConstant(type, op.getValueOrNull(), op.getLoc()); 31368451df2SAlex Zinenko } 314250a11aeSJames Molloy } else if (Block *initializer = op.getInitializerBlock()) { 315250a11aeSJames Molloy llvm::IRBuilder<> builder(llvmModule->getContext()); 316250a11aeSJames Molloy for (auto &op : initializer->without_terminator()) { 317250a11aeSJames Molloy if (failed(convertOperation(op, builder)) || 318250a11aeSJames Molloy !isa<llvm::Constant>(valueMapping.lookup(op.getResult(0)))) { 319250a11aeSJames Molloy emitError(op.getLoc(), "unemittable constant value"); 320250a11aeSJames Molloy return; 321250a11aeSJames Molloy } 322250a11aeSJames Molloy } 323250a11aeSJames Molloy ReturnOp ret = cast<ReturnOp>(initializer->getTerminator()); 324250a11aeSJames Molloy cst = cast<llvm::Constant>(valueMapping.lookup(ret.getOperand(0))); 325250a11aeSJames Molloy } 32668451df2SAlex Zinenko 327d5e627f8SAlex Zinenko auto linkage = convertLinkageType(op.linkage()); 328d5e627f8SAlex Zinenko bool anyExternalLinkage = 329d5e627f8SAlex Zinenko (linkage == llvm::GlobalVariable::ExternalLinkage || 330d5e627f8SAlex Zinenko linkage == llvm::GlobalVariable::ExternalWeakLinkage); 331e79bfefbSMLIR Team auto addrSpace = op.addr_space().getLimitedValue(); 332e79bfefbSMLIR Team auto *var = new llvm::GlobalVariable( 333d5e627f8SAlex Zinenko *llvmModule, type, op.constant(), linkage, 334d5e627f8SAlex Zinenko anyExternalLinkage ? nullptr : cst, op.sym_name(), 335d5e627f8SAlex Zinenko /*InsertBefore=*/nullptr, llvm::GlobalValue::NotThreadLocal, addrSpace); 336e79bfefbSMLIR Team 3372dd38b09SAlex Zinenko globalsMapping.try_emplace(op, var); 338b9ff2dd8SAlex Zinenko } 339b9ff2dd8SAlex Zinenko } 340b9ff2dd8SAlex Zinenko 3412666b973SRiver Riddle /// Get the SSA value passed to the current block from the terminator operation 3422666b973SRiver Riddle /// of its predecessor. 343e62a6956SRiver Riddle static Value getPHISourceValue(Block *current, Block *pred, 3445d7231d8SStephan Herhut unsigned numArguments, unsigned index) { 3455d7231d8SStephan Herhut auto &terminator = *pred->getTerminator(); 346d5b60ee8SRiver Riddle if (isa<LLVM::BrOp>(terminator)) { 3475d7231d8SStephan Herhut return terminator.getOperand(index); 3485d7231d8SStephan Herhut } 3495d7231d8SStephan Herhut 3505d7231d8SStephan Herhut // For conditional branches, we need to check if the current block is reached 3515d7231d8SStephan Herhut // through the "true" or the "false" branch and take the relevant operands. 352c5ecf991SRiver Riddle auto condBranchOp = dyn_cast<LLVM::CondBrOp>(terminator); 3535d7231d8SStephan Herhut assert(condBranchOp && 3545d7231d8SStephan Herhut "only branch operations can be terminators of a block that " 3555d7231d8SStephan Herhut "has successors"); 3565d7231d8SStephan Herhut assert((condBranchOp.getSuccessor(0) != condBranchOp.getSuccessor(1)) && 3575d7231d8SStephan Herhut "successors with arguments in LLVM conditional branches must be " 3585d7231d8SStephan Herhut "different blocks"); 3595d7231d8SStephan Herhut 3605d7231d8SStephan Herhut return condBranchOp.getSuccessor(0) == current 3615d7231d8SStephan Herhut ? terminator.getSuccessorOperand(0, index) 3625d7231d8SStephan Herhut : terminator.getSuccessorOperand(1, index); 3635d7231d8SStephan Herhut } 3645d7231d8SStephan Herhut 3655e7959a3SAlex Zinenko void ModuleTranslation::connectPHINodes(LLVMFuncOp func) { 3665d7231d8SStephan Herhut // Skip the first block, it cannot be branched to and its arguments correspond 3675d7231d8SStephan Herhut // to the arguments of the LLVM function. 3685d7231d8SStephan Herhut for (auto it = std::next(func.begin()), eit = func.end(); it != eit; ++it) { 3695d7231d8SStephan Herhut Block *bb = &*it; 3705d7231d8SStephan Herhut llvm::BasicBlock *llvmBB = blockMapping.lookup(bb); 3715d7231d8SStephan Herhut auto phis = llvmBB->phis(); 3725d7231d8SStephan Herhut auto numArguments = bb->getNumArguments(); 3735d7231d8SStephan Herhut assert(numArguments == std::distance(phis.begin(), phis.end())); 3745d7231d8SStephan Herhut for (auto &numberedPhiNode : llvm::enumerate(phis)) { 3755d7231d8SStephan Herhut auto &phiNode = numberedPhiNode.value(); 3765d7231d8SStephan Herhut unsigned index = numberedPhiNode.index(); 3775d7231d8SStephan Herhut for (auto *pred : bb->getPredecessors()) { 3785d7231d8SStephan Herhut phiNode.addIncoming(valueMapping.lookup(getPHISourceValue( 3795d7231d8SStephan Herhut bb, pred, numArguments, index)), 3805d7231d8SStephan Herhut blockMapping.lookup(pred)); 3815d7231d8SStephan Herhut } 3825d7231d8SStephan Herhut } 3835d7231d8SStephan Herhut } 3845d7231d8SStephan Herhut } 3855d7231d8SStephan Herhut 3865d7231d8SStephan Herhut // TODO(mlir-team): implement an iterative version 3875d7231d8SStephan Herhut static void topologicalSortImpl(llvm::SetVector<Block *> &blocks, Block *b) { 3885d7231d8SStephan Herhut blocks.insert(b); 3895d7231d8SStephan Herhut for (Block *bb : b->getSuccessors()) { 3905d7231d8SStephan Herhut if (blocks.count(bb) == 0) 3915d7231d8SStephan Herhut topologicalSortImpl(blocks, bb); 3925d7231d8SStephan Herhut } 3935d7231d8SStephan Herhut } 3945d7231d8SStephan Herhut 3952666b973SRiver Riddle /// Sort function blocks topologically. 3965e7959a3SAlex Zinenko static llvm::SetVector<Block *> topologicalSort(LLVMFuncOp f) { 3975d7231d8SStephan Herhut // For each blocks that has not been visited yet (i.e. that has no 3985d7231d8SStephan Herhut // predecessors), add it to the list and traverse its successors in DFS 3995d7231d8SStephan Herhut // preorder. 4005d7231d8SStephan Herhut llvm::SetVector<Block *> blocks; 4015d7231d8SStephan Herhut for (Block &b : f.getBlocks()) { 4025d7231d8SStephan Herhut if (blocks.count(&b) == 0) 4035d7231d8SStephan Herhut topologicalSortImpl(blocks, &b); 4045d7231d8SStephan Herhut } 4055d7231d8SStephan Herhut assert(blocks.size() == f.getBlocks().size() && "some blocks are not sorted"); 4065d7231d8SStephan Herhut 4075d7231d8SStephan Herhut return blocks; 4085d7231d8SStephan Herhut } 4095d7231d8SStephan Herhut 4105e7959a3SAlex Zinenko LogicalResult ModuleTranslation::convertOneFunction(LLVMFuncOp func) { 4115d7231d8SStephan Herhut // Clear the block and value mappings, they are only relevant within one 4125d7231d8SStephan Herhut // function. 4135d7231d8SStephan Herhut blockMapping.clear(); 4145d7231d8SStephan Herhut valueMapping.clear(); 415c33862b0SRiver Riddle llvm::Function *llvmFunc = functionMapping.lookup(func.getName()); 4165d7231d8SStephan Herhut // Add function arguments to the value remapping table. 4175d7231d8SStephan Herhut // If there was noalias info then we decorate each argument accordingly. 4185d7231d8SStephan Herhut unsigned int argIdx = 0; 419eeef50b1SFangrui Song for (auto kvp : llvm::zip(func.getArguments(), llvmFunc->args())) { 4205d7231d8SStephan Herhut llvm::Argument &llvmArg = std::get<1>(kvp); 421e62a6956SRiver Riddle BlockArgument mlirArg = std::get<0>(kvp); 4225d7231d8SStephan Herhut 4235d7231d8SStephan Herhut if (auto attr = func.getArgAttrOfType<BoolAttr>(argIdx, "llvm.noalias")) { 4245d7231d8SStephan Herhut // NB: Attribute already verified to be boolean, so check if we can indeed 4255d7231d8SStephan Herhut // attach the attribute to this argument, based on its type. 4262bdf33ccSRiver Riddle auto argTy = mlirArg.getType().dyn_cast<LLVM::LLVMType>(); 427baa1ec22SAlex Zinenko if (!argTy.getUnderlyingType()->isPointerTy()) 428baa1ec22SAlex Zinenko return func.emitError( 4295d7231d8SStephan Herhut "llvm.noalias attribute attached to LLVM non-pointer argument"); 4305d7231d8SStephan Herhut if (attr.getValue()) 4315d7231d8SStephan Herhut llvmArg.addAttr(llvm::Attribute::AttrKind::NoAlias); 4325d7231d8SStephan Herhut } 4335d7231d8SStephan Herhut valueMapping[mlirArg] = &llvmArg; 4345d7231d8SStephan Herhut argIdx++; 4355d7231d8SStephan Herhut } 4365d7231d8SStephan Herhut 4375d7231d8SStephan Herhut // First, create all blocks so we can jump to them. 4385d7231d8SStephan Herhut llvm::LLVMContext &llvmContext = llvmFunc->getContext(); 4395d7231d8SStephan Herhut for (auto &bb : func) { 4405d7231d8SStephan Herhut auto *llvmBB = llvm::BasicBlock::Create(llvmContext); 4415d7231d8SStephan Herhut llvmBB->insertInto(llvmFunc); 4425d7231d8SStephan Herhut blockMapping[&bb] = llvmBB; 4435d7231d8SStephan Herhut } 4445d7231d8SStephan Herhut 4455d7231d8SStephan Herhut // Then, convert blocks one by one in topological order to ensure defs are 4465d7231d8SStephan Herhut // converted before uses. 4475d7231d8SStephan Herhut auto blocks = topologicalSort(func); 4485d7231d8SStephan Herhut for (auto indexedBB : llvm::enumerate(blocks)) { 4495d7231d8SStephan Herhut auto *bb = indexedBB.value(); 450baa1ec22SAlex Zinenko if (failed(convertBlock(*bb, /*ignoreArguments=*/indexedBB.index() == 0))) 451baa1ec22SAlex Zinenko return failure(); 4525d7231d8SStephan Herhut } 4535d7231d8SStephan Herhut 4545d7231d8SStephan Herhut // Finally, after all blocks have been traversed and values mapped, connect 4555d7231d8SStephan Herhut // the PHI nodes to the results of preceding blocks. 4565d7231d8SStephan Herhut connectPHINodes(func); 457baa1ec22SAlex Zinenko return success(); 4585d7231d8SStephan Herhut } 4595d7231d8SStephan Herhut 46044fc7d72STres Popp LogicalResult ModuleTranslation::checkSupportedModuleOps(Operation *m) { 46144fc7d72STres Popp for (Operation &o : getModuleBody(m).getOperations()) 4624dde19f0SAlex Zinenko if (!isa<LLVM::LLVMFuncOp>(&o) && !isa<LLVM::GlobalOp>(&o) && 46344fc7d72STres Popp !o.isKnownTerminator()) 4644dde19f0SAlex Zinenko return o.emitOpError("unsupported module-level operation"); 4654dde19f0SAlex Zinenko return success(); 4664dde19f0SAlex Zinenko } 4674dde19f0SAlex Zinenko 468baa1ec22SAlex Zinenko LogicalResult ModuleTranslation::convertFunctions() { 4695d7231d8SStephan Herhut // Declare all functions first because there may be function calls that form a 4705d7231d8SStephan Herhut // call graph with cycles. 47144fc7d72STres Popp for (auto function : getModuleBody(mlirModule).getOps<LLVMFuncOp>()) { 4725e7959a3SAlex Zinenko llvm::FunctionCallee llvmFuncCst = llvmModule->getOrInsertFunction( 4735e7959a3SAlex Zinenko function.getName(), 4744562e389SRiver Riddle cast<llvm::FunctionType>(function.getType().getUnderlyingType())); 4755d7231d8SStephan Herhut assert(isa<llvm::Function>(llvmFuncCst.getCallee())); 476c33862b0SRiver Riddle functionMapping[function.getName()] = 4775d7231d8SStephan Herhut cast<llvm::Function>(llvmFuncCst.getCallee()); 4785d7231d8SStephan Herhut } 4795d7231d8SStephan Herhut 4805d7231d8SStephan Herhut // Convert functions. 48144fc7d72STres Popp for (auto function : getModuleBody(mlirModule).getOps<LLVMFuncOp>()) { 4825d7231d8SStephan Herhut // Ignore external functions. 4835d7231d8SStephan Herhut if (function.isExternal()) 4845d7231d8SStephan Herhut continue; 4855d7231d8SStephan Herhut 486baa1ec22SAlex Zinenko if (failed(convertOneFunction(function))) 487baa1ec22SAlex Zinenko return failure(); 4885d7231d8SStephan Herhut } 4895d7231d8SStephan Herhut 490baa1ec22SAlex Zinenko return success(); 4915d7231d8SStephan Herhut } 4925d7231d8SStephan Herhut 493efadb6b8SAlex Zinenko /// A helper to look up remapped operands in the value remapping table.` 494efadb6b8SAlex Zinenko SmallVector<llvm::Value *, 8> 495efadb6b8SAlex Zinenko ModuleTranslation::lookupValues(ValueRange values) { 496efadb6b8SAlex Zinenko SmallVector<llvm::Value *, 8> remapped; 497efadb6b8SAlex Zinenko remapped.reserve(values.size()); 498e62a6956SRiver Riddle for (Value v : values) 499efadb6b8SAlex Zinenko remapped.push_back(valueMapping.lookup(v)); 500efadb6b8SAlex Zinenko return remapped; 501efadb6b8SAlex Zinenko } 502efadb6b8SAlex Zinenko 50344fc7d72STres Popp std::unique_ptr<llvm::Module> 50444fc7d72STres Popp ModuleTranslation::prepareLLVMModule(Operation *m) { 50544fc7d72STres Popp auto *dialect = m->getContext()->getRegisteredDialect<LLVM::LLVMDialect>(); 5065d7231d8SStephan Herhut assert(dialect && "LLVM dialect must be registered"); 5075d7231d8SStephan Herhut 508bc5c7378SRiver Riddle auto llvmModule = llvm::CloneModule(dialect->getLLVMModule()); 5095d7231d8SStephan Herhut if (!llvmModule) 5105d7231d8SStephan Herhut return nullptr; 5115d7231d8SStephan Herhut 5125d7231d8SStephan Herhut llvm::LLVMContext &llvmContext = llvmModule->getContext(); 5135d7231d8SStephan Herhut llvm::IRBuilder<> builder(llvmContext); 5145d7231d8SStephan Herhut 5155d7231d8SStephan Herhut // Inject declarations for `malloc` and `free` functions that can be used in 5165d7231d8SStephan Herhut // memref allocation/deallocation coming from standard ops lowering. 5175d7231d8SStephan Herhut llvmModule->getOrInsertFunction("malloc", builder.getInt8PtrTy(), 5185d7231d8SStephan Herhut builder.getInt64Ty()); 5195d7231d8SStephan Herhut llvmModule->getOrInsertFunction("free", builder.getVoidTy(), 5205d7231d8SStephan Herhut builder.getInt8PtrTy()); 5215d7231d8SStephan Herhut 5225d7231d8SStephan Herhut return llvmModule; 5235d7231d8SStephan Herhut } 524