//===----------------------------------------------------------------------===// // // 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 "npcomp/Conversion/ATenToStd/ATenToStd.h" #include "../PassDetail.h" #include "mlir/Dialect/StandardOps/IR/Ops.h" #include "mlir/Dialect/Traits.h" #include "mlir/Transforms/GreedyPatternRewriteDriver.h" #include "npcomp/Dialect/ATen/IR/ATenDialect.h" #include "npcomp/Dialect/Basicpy/IR/BasicpyOps.h" using namespace mlir; using namespace mlir::NPCOMP; // ----------------------------------------------------------------------------- // Patterns (as this grows, it should be organized into multiple files) // ----------------------------------------------------------------------------- // This is going to eventually be O(#aten ops), which is in the 100s. // Note: Confusingly, ATen's "dim" means "number of dimensions" which is what // MLIR calls "rank". LogicalResult convertDimOp(aten::DimOp op, PatternRewriter &rewriter) { if (!op.getOperand().getType().isa()) return rewriter.notifyMatchFailure(op, "must be tensor only"); auto rank = rewriter.create(op->getLoc(), op.getOperand()); rewriter.replaceOpWithNewOp(op, op.getType(), rank); return success(); } LogicalResult convertNeIntOp(aten::NeIntOp op, PatternRewriter &rewriter) { auto i1 = rewriter.create(op->getLoc(), CmpIPredicate::ne, op->getOperand(0), op->getOperand(1)); rewriter.replaceOpWithNewOp(op, op.getType(), i1); return success(); } LogicalResult convertGtIntOp(aten::GtIntOp op, PatternRewriter &rewriter) { auto i1 = rewriter.create(op->getLoc(), CmpIPredicate::sgt, op->getOperand(0), op->getOperand(1)); rewriter.replaceOpWithNewOp(op, op.getType(), i1); return success(); } // ----------------------------------------------------------------------------- // The pass // ----------------------------------------------------------------------------- namespace { class ConvertATenToStd : public ConvertATenToStdBase { public: void getDependentDialects(DialectRegistry ®istry) const override { registry.insert(); } void runOnOperation() override { (void)applyPatternsAndFoldGreedily(getOperation(), getPatterns()); } FrozenRewritePatternSet getPatterns() { MLIRContext *context = &getContext(); RewritePatternSet patterns(context); patterns.add(convertDimOp); patterns.add(convertNeIntOp); patterns.add(convertGtIntOp); return std::move(patterns); } }; } // namespace std::unique_ptr> mlir::NPCOMP::createConvertATenToStdPass() { return std::make_unique(); }