//===- ATenDialect.h --------------------------------------------*- C++ -*-===// // // This file is licensed 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 // //===----------------------------------------------------------------------===// #ifndef NPCOMP_DIALECT_ATEN_IR_DIALECT_H #define NPCOMP_DIALECT_ATEN_IR_DIALECT_H #include "mlir/IR/Builders.h" #include "mlir/IR/Dialect.h" #include "mlir/IR/Function.h" #include "mlir/IR/OpDefinition.h" #include "mlir/IR/OpImplementation.h" #include "mlir/IR/StandardTypes.h" #include "mlir/IR/TypeSupport.h" #include "mlir/IR/Types.h" #include "mlir/Interfaces/SideEffectInterfaces.h" #include "npcomp/Dialect/Torch/IR/OpInterfaces.h" #include namespace mlir { namespace NPCOMP { namespace aten { //////////////////////////////////////////////////////////////////////////////// /////////////////////// Custom Types for the Dialect /////////////////////////// //////////////////////////////////////////////////////////////////////////////// namespace detail { struct ATenListTypeStorage; } /// A variadic list of arguments in ATen class ATenListType : public mlir::Type::TypeBase { public: using Base::Base; /// Return the type of individual elements in the array. mlir::Type getElementType(); /// Get the unique instance of this Type from the context. static ATenListType get(mlir::Type elementType); }; //////////////////////////////////////////////////////////////////////////////// //////////////////// Custom Operations for the Dialect ///////////////////////// //////////////////////////////////////////////////////////////////////////////// namespace { // Return the tensor volume (i.e., the number of elements) of the given shaped // type. If the type does not have a rank, return 1. If the type doesn't // have a static shape, return 0. inline uint64_t getTensorVolume(const ShapedType ty) { if (!ty.hasRank()) return 1; if (!ty.hasStaticShape()) return 0; uint64_t volume = 1; for (auto &d : ty.getShape()) volume *= d; return volume; } // Return the tensor volume (i.e., the number of elements) of the given type. // If the type doesn't have a shape, return 1. If the type is shaped, but // does not have a rank, return 1. If the type is shaped, but doesn't have a // static shape, return 0. inline uint64_t getTensorVolume(const Type ty) { if (auto t = ty.dyn_cast()) { return getTensorVolume(t); } else { return 1; } } } // namespace } // namespace aten } // namespace NPCOMP } // namespace mlir #include "npcomp/Dialect/ATen/IR/ATenOpInterfaces.h" // include TableGen generated Op definitions #define GET_OP_CLASSES #include "npcomp/Dialect/ATen/IR/ATenOps.h.inc" #include "npcomp/Dialect/ATen/IR/ATenDialect.h.inc" #endif // NPCOMP_DIALECT_ATEN_IR_DIALECT_H