//===- LinalgToStandard.cpp - conversion from Linalg to Standard 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/LinalgToStandard/LinalgToStandard.h" #include "mlir/Dialect/Affine/IR/AffineOps.h" #include "mlir/Dialect/Func/IR/FuncOps.h" #include "mlir/Dialect/LLVMIR/LLVMDialect.h" #include "mlir/Dialect/Linalg/IR/Linalg.h" #include "mlir/Dialect/Linalg/Transforms/Transforms.h" #include "mlir/Dialect/MemRef/IR/MemRef.h" #include "mlir/Dialect/SCF/IR/SCF.h" #include "mlir/Pass/Pass.h" namespace mlir { #define GEN_PASS_DEF_CONVERTLINALGTOSTANDARD #include "mlir/Conversion/Passes.h.inc" } // namespace mlir using namespace mlir; using namespace mlir::linalg; static MemRefType makeStridedLayoutDynamic(MemRefType type) { return MemRefType::Builder(type).setLayout(StridedLayoutAttr::get( type.getContext(), ShapedType::kDynamic, SmallVector(type.getRank(), ShapedType::kDynamic))); } /// Helper function to extract the operand types that are passed to the /// generated CallOp. MemRefTypes have their layout canonicalized since the /// information is not used in signature generation. /// Note that static size information is not modified. static SmallVector extractOperandTypes(Operation *op) { SmallVector result; result.reserve(op->getNumOperands()); for (auto type : op->getOperandTypes()) { // The underlying descriptor type (e.g. LLVM) does not have layout // information. Canonicalizing the type at the level of std when going into // a library call avoids needing to introduce DialectCastOp. if (auto memrefType = dyn_cast(type)) result.push_back(makeStridedLayoutDynamic(memrefType)); else result.push_back(type); } return result; } // Get a SymbolRefAttr containing the library function name for the LinalgOp. // If the library function does not exist, insert a declaration. static FailureOr getLibraryCallSymbolRef(Operation *op, PatternRewriter &rewriter) { auto linalgOp = cast(op); auto fnName = linalgOp.getLibraryCallName(); if (fnName.empty()) return rewriter.notifyMatchFailure(op, "No library call defined for: "); // fnName is a dynamic std::string, unique it via a SymbolRefAttr. FlatSymbolRefAttr fnNameAttr = SymbolRefAttr::get(rewriter.getContext(), fnName); auto module = op->getParentOfType(); if (module.lookupSymbol(fnNameAttr.getAttr())) return fnNameAttr; SmallVector inputTypes(extractOperandTypes(op)); if (op->getNumResults() != 0) { return rewriter.notifyMatchFailure( op, "Library call for linalg operation can be generated only for ops that " "have void return types"); } auto libFnType = rewriter.getFunctionType(inputTypes, {}); OpBuilder::InsertionGuard guard(rewriter); // Insert before module terminator. rewriter.setInsertionPoint(module.getBody(), std::prev(module.getBody()->end())); func::FuncOp funcOp = rewriter.create( op->getLoc(), fnNameAttr.getValue(), libFnType); // Insert a function attribute that will trigger the emission of the // corresponding `_mlir_ciface_xxx` interface so that external libraries see // a normalized ABI. This interface is added during std to llvm conversion. funcOp->setAttr(LLVM::LLVMDialect::getEmitCWrapperAttrName(), UnitAttr::get(op->getContext())); funcOp.setPrivate(); return fnNameAttr; } static SmallVector createTypeCanonicalizedMemRefOperands(OpBuilder &b, Location loc, ValueRange operands) { SmallVector res; res.reserve(operands.size()); for (auto op : operands) { auto memrefType = dyn_cast(op.getType()); if (!memrefType) { res.push_back(op); continue; } Value cast = b.create(loc, makeStridedLayoutDynamic(memrefType), op); res.push_back(cast); } return res; } LogicalResult mlir::linalg::LinalgOpToLibraryCallRewrite::matchAndRewrite( LinalgOp op, PatternRewriter &rewriter) const { auto libraryCallName = getLibraryCallSymbolRef(op, rewriter); if (failed(libraryCallName)) return failure(); // TODO: Add support for more complex library call signatures that include // indices or captured values. rewriter.replaceOpWithNewOp( op, libraryCallName->getValue(), TypeRange(), createTypeCanonicalizedMemRefOperands(rewriter, op->getLoc(), op->getOperands())); return success(); } /// Populate the given list with patterns that convert from Linalg to Standard. void mlir::linalg::populateLinalgToStandardConversionPatterns( RewritePatternSet &patterns) { // TODO: ConvOp conversion needs to export a descriptor with relevant // attribute values such as kernel striding and dilation. patterns.add(patterns.getContext()); } namespace { struct ConvertLinalgToStandardPass : public impl::ConvertLinalgToStandardBase { void runOnOperation() override; }; } // namespace void ConvertLinalgToStandardPass::runOnOperation() { auto module = getOperation(); ConversionTarget target(getContext()); target.addLegalDialect(); target.addLegalOp(); RewritePatternSet patterns(&getContext()); populateLinalgToStandardConversionPatterns(patterns); if (failed(applyFullConversion(module, target, std::move(patterns)))) signalPassFailure(); } std::unique_ptr> mlir::createConvertLinalgToStandardPass() { return std::make_unique(); }