//===- LinalgToLLVM.cpp - conversion from Linalg to LLVM dialect ----------===// // // 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 // //===----------------------------------------------------------------------===// #include "mlir/Conversion/LinalgToLLVM/LinalgToLLVM.h" #include "../PassDetail.h" #include "mlir/Conversion/AffineToStandard/AffineToStandard.h" #include "mlir/Conversion/LLVMCommon/ConversionTarget.h" #include "mlir/Conversion/LLVMCommon/Pattern.h" #include "mlir/Conversion/LLVMCommon/TypeConverter.h" #include "mlir/Conversion/MemRefToLLVM/MemRefToLLVM.h" #include "mlir/Conversion/SCFToStandard/SCFToStandard.h" #include "mlir/Conversion/VectorToLLVM/ConvertVectorToLLVM.h" #include "mlir/Conversion/VectorToSCF/VectorToSCF.h" #include "mlir/Dialect/LLVMIR/LLVMDialect.h" #include "mlir/Dialect/Linalg/IR/LinalgOps.h" #include "mlir/Dialect/Linalg/IR/LinalgTypes.h" #include "mlir/Dialect/Linalg/Passes.h" #include "mlir/Dialect/SCF/SCF.h" #include "mlir/IR/AffineExpr.h" #include "mlir/IR/AffineMap.h" #include "mlir/IR/Attributes.h" #include "mlir/IR/Builders.h" #include "mlir/IR/BuiltinOps.h" #include "mlir/IR/BuiltinTypes.h" #include "mlir/IR/MLIRContext.h" #include "mlir/IR/Operation.h" #include "mlir/IR/PatternMatch.h" #include "mlir/IR/Types.h" #include "mlir/Support/LogicalResult.h" #include "mlir/Transforms/DialectConversion.h" #include "mlir/Transforms/Passes.h" #include "llvm/ADT/SetVector.h" #include "llvm/IR/DerivedTypes.h" #include "llvm/IR/Module.h" #include "llvm/IR/Type.h" #include "llvm/Support/Allocator.h" #include "llvm/Support/ErrorHandling.h" using namespace mlir; using namespace mlir::LLVM; using namespace mlir::linalg; template static Type getPtrToElementType(T containerType, LLVMTypeConverter &lowering) { return LLVMPointerType::get( lowering.convertType(containerType.getElementType())); } /// Convert the given range descriptor type to the LLVMIR dialect. /// Range descriptor contains the range bounds and the step as 64-bit integers. /// /// struct { /// int64_t min; /// int64_t max; /// int64_t step; /// }; static Type convertRangeType(RangeType t, LLVMTypeConverter &converter) { auto *context = t.getContext(); auto int64Ty = converter.convertType(IntegerType::get(context, 64)); return LLVMStructType::getLiteral(context, {int64Ty, int64Ty, int64Ty}); } namespace { // RangeOp creates a new range descriptor. class RangeOpConversion : public ConvertOpToLLVMPattern { public: using ConvertOpToLLVMPattern::ConvertOpToLLVMPattern; LogicalResult matchAndRewrite(RangeOp rangeOp, ArrayRef operands, ConversionPatternRewriter &rewriter) const override { auto rangeDescriptorTy = convertRangeType( rangeOp.getType().cast(), *getTypeConverter()); ImplicitLocOpBuilder b(rangeOp->getLoc(), rewriter); // Fill in an aggregate value of the descriptor. RangeOpAdaptor adaptor(operands); Value desc = b.create(rangeDescriptorTy); desc = b.create(desc, adaptor.min(), rewriter.getI64ArrayAttr(0)); desc = b.create(desc, adaptor.max(), rewriter.getI64ArrayAttr(1)); desc = b.create(desc, adaptor.step(), rewriter.getI64ArrayAttr(2)); rewriter.replaceOp(rangeOp, desc); return success(); } }; // YieldOp produces and LLVM::ReturnOp. class YieldOpConversion : public ConvertOpToLLVMPattern { public: using ConvertOpToLLVMPattern::ConvertOpToLLVMPattern; LogicalResult matchAndRewrite(linalg::YieldOp op, ArrayRef operands, ConversionPatternRewriter &rewriter) const override { rewriter.replaceOpWithNewOp(op, operands); return success(); } }; } // namespace /// Populate the given list with patterns that convert from Linalg to LLVM. void mlir::populateLinalgToLLVMConversionPatterns(LLVMTypeConverter &converter, RewritePatternSet &patterns) { patterns.add(converter); // Populate the type conversions for the linalg types. converter.addConversion( [&](RangeType type) { return convertRangeType(type, converter); }); } namespace { struct ConvertLinalgToLLVMPass : public ConvertLinalgToLLVMBase { void runOnOperation() override; }; } // namespace void ConvertLinalgToLLVMPass::runOnOperation() { auto module = getOperation(); // Convert to the LLVM IR dialect using the converter defined above. RewritePatternSet patterns(&getContext()); LLVMTypeConverter converter(&getContext()); populateLinalgToLLVMConversionPatterns(converter, patterns); populateMemRefToLLVMConversionPatterns(converter, patterns); LLVMConversionTarget target(getContext()); target.addIllegalOp(); target.addLegalOp(); if (failed(applyPartialConversion(module, target, std::move(patterns)))) signalPassFailure(); } std::unique_ptr> mlir::createConvertLinalgToLLVMPass() { return std::make_unique(); }