torch-mlir/include/npcomp/Dialect/ATen/IR/ATenDialect.h

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//===- 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/BuiltinOps.h"
#include "mlir/IR/BuiltinTypes.h"
#include "mlir/IR/Dialect.h"
#include "mlir/IR/OpDefinition.h"
#include "mlir/IR/OpImplementation.h"
#include "mlir/IR/TypeSupport.h"
#include "mlir/IR/Types.h"
#include "mlir/Interfaces/SideEffectInterfaces.h"
#include "npcomp/Dialect/Torch/IR/OpInterfaces.h"
#include <map>
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<ATenListType, mlir::Type,
detail::ATenListTypeStorage> {
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<ShapedType>()) {
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