//===- TosaToTensor.cpp - Lowering Tosa to Tensor 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 // //===----------------------------------------------------------------------===// // // These rewriters lower from the Tosa to the Tensor dialect. // //===----------------------------------------------------------------------===// #include "mlir/Conversion/TosaToTensor/TosaToTensor.h" #include "mlir/Dialect/Arith/IR/Arith.h" #include "mlir/Dialect/Tensor/IR/Tensor.h" #include "mlir/Dialect/Tosa/IR/TosaOps.h" #include "mlir/IR/PatternMatch.h" #include "mlir/Transforms/GreedyPatternRewriteDriver.h" using namespace mlir; using namespace tosa; namespace { class SliceOpConverter : public OpRewritePattern { public: using OpRewritePattern::OpRewritePattern; LogicalResult matchAndRewrite(tosa::SliceOp sliceOp, PatternRewriter &rewriter) const final { Location loc = sliceOp.getLoc(); Value input = sliceOp.getInput(); SmallVector strides, sizes; auto starts = sliceOp.getStart(); strides.resize(sliceOp.getType().template cast().getRank(), 1); SmallVector dynSizes; for (const auto &i : llvm::enumerate(sliceOp.getSize())) { int64_t size = i.value().cast().getInt(); size_t index = i.index(); sizes.push_back(size == -1 ? ShapedType::kDynamicSize : size); if (!ShapedType::isDynamic(sizes.back())) continue; auto dim = rewriter.create(loc, input, index); auto offset = rewriter.create( loc, rewriter.getIndexAttr(starts[index].cast().getInt())); dynSizes.push_back(rewriter.create(loc, dim, offset)); } auto newSliceOp = rewriter.create( sliceOp.getLoc(), sliceOp.getType(), input, ValueRange({}), dynSizes, ValueRange({}), starts, rewriter.getI64ArrayAttr(sizes), rewriter.getI64ArrayAttr(strides)); rewriter.replaceOp(sliceOp, newSliceOp.getResult()); return success(); } }; } // namespace void mlir::tosa::populateTosaToTensorConversionPatterns( RewritePatternSet *patterns) { patterns->add(patterns->getContext()); }