//===- SubsetInsertionOpInterfaceImpl.cpp - Tensor subsets ----------------===// // // 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/Dialect/Tensor/Transforms/SubsetInsertionOpInterfaceImpl.h" #include "mlir/Dialect/Bufferization/IR/SubsetInsertionOpInterface.h" #include "mlir/Dialect/Tensor/IR/Tensor.h" using namespace mlir; using namespace mlir::bufferization; using namespace mlir::tensor; namespace { /// Return "true" if `insertSliceOp` inserts into a subset that is equivalent /// to the subset defined by `candidate`. `equivalenceFn` is used to determine /// equivalence of tensors. template bool isSubsetEquivalentToInsertSliceLikeOp( OpTy insertSliceOp, Value candidate, function_ref equivalenceFn) { // Look for a matching tensor.extract_slice op. auto extractSliceOp = candidate.getDefiningOp(); if (!extractSliceOp) return false; if (!equivalenceFn(extractSliceOp.getSource(), insertSliceOp.getDest())) return false; return sameOffsetsSizesAndStrides(extractSliceOp, insertSliceOp, isEqualConstantIntOrValue); } struct InsertSliceOpInterface : public SubsetInsertionOpInterface::ExternalModel { OpOperand &getSourceOperand(Operation *op) const { return op->getOpOperand(0); } bool isEquivalentSubset(Operation *op, Value candidate, function_ref equivalenceFn) const { auto insertSliceOp = cast(op); return isSubsetEquivalentToInsertSliceLikeOp(insertSliceOp, candidate, equivalenceFn); } }; struct ParallelInsertSliceOpInterface : public SubsetInsertionOpInterface::ExternalModel< ParallelInsertSliceOpInterface, tensor::ParallelInsertSliceOp> { OpOperand &getSourceOperand(Operation *op) const { return op->getOpOperand(0); } OpOperand &getDestinationOperand(Operation *op) const { return op->getOpOperand(1); } bool isEquivalentSubset(Operation *op, Value candidate, function_ref equivalenceFn) const { auto insertSliceOp = cast(op); return isSubsetEquivalentToInsertSliceLikeOp(insertSliceOp, candidate, equivalenceFn); } }; } // namespace void mlir::tensor::registerSubsetInsertionOpInterfaceExternalModels( DialectRegistry ®istry) { registry.addExtension(+[](MLIRContext *ctx, tensor::TensorDialect *dialect) { InsertSliceOp::attachInterface(*ctx); ParallelInsertSliceOp::attachInterface( *ctx); }); }