* Copyright (c) 2026 Huawei Technologies Co., Ltd.
* This program is free software, you can redistribute it and/or modify it under the terms and conditions of
* CANN Open Software License Agreement Version 2.0 (the "License").
* Please refer to the License for details. You may not use this file except in compliance with the License.
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
* INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
* See LICENSE in the root of the software repository for the full text of the License.
*/
#if !defined(ASCENDC_TENSOR_API_INCLUDE_COMPILER_INTERNAL_HEADERS)
#warning \
"impl/tensor_api/tensor/tuple_impl.h is an internal header file and must not be used directly. Functions or variables defined in this file maybe removed in the future. Please use "#include "tensor_api/tensor.h"" and use public functions or variables defined in interface headers files."
#define ASCENDC_TENSOR_API_INCLUDE_COMPILER_INTERNAL_HEADERS
#define UNDEF_ASCENDC_TENSOR_API_INCLUDE_COMPILER_INTERNAL_HEADERS_ASCENDC
#endif
* \file tuple_impl.h
* \brief
*/
#ifndef IMPL_TENSOR_API_TENSOR_TUPLE_IMPL_H
#define IMPL_TENSOR_API_TENSOR_TUPLE_IMPL_H
#include "impl/tensor_api/utils/utils_impl.h"
namespace asc {
namespace te {
template <typename Tuple, typename Transform, typename Combine, size_t... I>
__aicore__ inline constexpr auto tuple_apply(
Tuple&& tuple, Transform&& transform, Combine&& combine, Std::index_sequence<I...>)
{
return combine(transform(Std::get<I>(static_cast<Tuple&&>(tuple)))...);
}
template <typename Left, typename Right, typename Transform, typename Combine, size_t... I>
__aicore__ inline constexpr auto tuple_apply(
Left&& left, Right&& right, Transform&& transform, Combine&& combine, Std::index_sequence<I...>)
{
return combine(transform(Std::get<I>(static_cast<Left&&>(left)), Std::get<I>(static_cast<Right&&>(right)))...);
}
template <typename Input, typename Transform, typename Combine>
__aicore__ inline constexpr auto transform_apply(Input&& input, Transform&& transform, Combine&& combine)
{
if constexpr (Std::is_tuple_v<Std::remove_cvref_t<Input>>) {
return tuple_apply(static_cast<Input&&>(input), transform, combine, tuple_sequence<Input>{});
} else {
return combine(transform(static_cast<Input&&>(input)));
}
}
template <typename Left, typename Right, typename Transform, typename Combine>
__aicore__ inline constexpr auto transform_apply(Left&& left, Right&& right, Transform&& transform, Combine&& combine)
{
if constexpr (Std::is_tuple_v<Std::remove_cvref_t<Left>>) {
return tuple_apply(
static_cast<Left&&>(left), static_cast<Right&&>(right), transform, combine, tuple_sequence<Left>{});
} else {
return combine(transform(static_cast<Left&&>(left), static_cast<Right&&>(right)));
}
}
template <typename Left, typename Right, typename Operation>
__aicore__ inline constexpr auto transform_tuple_apply(
const Left& left, const Right& right, const Operation& operation);
template <typename Left, typename Right, typename Operation, size_t... Is>
__aicore__ inline constexpr auto transform_tuple_apply_impl(
const Left& left, const Right& right, const Operation& operation, Std::index_sequence<Is...>)
{
return Std::make_tuple(transform_tuple_apply(Std::get<Is>(left), Std::get<Is>(right), operation)...);
}
template <typename Left, typename Right, typename Operation>
__aicore__ inline constexpr auto transform_tuple_apply(const Left& left, const Right& right, const Operation& operation)
{
if constexpr (Std::is_tuple_v<Std::remove_cvref_t<Left>>) {
static_assert(
Std::tuple_size_v<Std::remove_cvref_t<Left>> == Std::tuple_size_v<Std::remove_cvref_t<Right>>,
"Two tuple needs to be the same tuple size");
return transform_tuple_apply_impl(
left, right, operation, Std::make_index_sequence<Std::tuple_size_v<Std::remove_cvref_t<Left>>>{});
} else {
static_assert(!Std::is_tuple_v<Std::remove_cvref_t<Right>>, "Two tuple needs to be the same tuple size");
return operation(left, right);
}
}
struct multiplies_unary_left_fold {
template <typename... Values>
__aicore__ inline constexpr auto operator()(Values&&... values) const
{
return (... * values);
}
};
struct product {
template <typename Value>
__aicore__ inline constexpr auto operator()(const Value& value) const
{
if constexpr (Std::is_tuple_v<Value>) {
if constexpr (Std::tuple_size_v<Value> == 0) {
return _1{};
} else {
return transform_apply(value, product{}, multiplies_unary_left_fold{});
}
} else if constexpr (Std::is_integral<Value>::value) {
return value;
} else {
static_assert(sizeof(Value) == 0, "Invalid Product parameters");
}
}
};
template <
size_t I, size_t... Is, typename Tuple, typename = Std::enable_if_t<Std::is_tuple_v<Std::remove_cvref_t<Tuple>>>>
__aicore__ inline constexpr auto get(Tuple&& t)
{
static_assert(Std::is_tuple_v<Std::remove_cvref_t<Tuple>>, "Shape or Stride is not Tuple");
if constexpr (sizeof...(Is) == 0) {
return Std::get<I>(static_cast<Tuple&&>(t));
} else {
return get<Is...>(get<I>(static_cast<Tuple&&>(t)));
}
}
template <size_t... Is, typename Tuple>
__aicore__ inline constexpr auto get_tuple(Tuple&& t)
{
if constexpr (sizeof...(Is) == 0) {
return static_cast<Tuple&&>(t);
} else {
auto element = get<Is...>(static_cast<Tuple&&>(t));
if constexpr (Std::is_tuple_v<Std::remove_cvref_t<decltype(element)>>) {
return element;
} else {
return Std::make_tuple(element);
}
}
}
template <size_t... Is, typename Tuple>
__aicore__ inline constexpr auto get_rank(const Tuple& t)
{
static_assert(Std::is_tuple_v<Std::remove_cvref_t<Tuple>>, "Shape or Stride is not Tuple!");
if constexpr (sizeof...(Is) == 0) {
return Std::Int<Std::tuple_size_v<Tuple>>{};
} else {
return get_rank(get_tuple<Is...>(t));
}
}
template <size_t... Is, typename Tuple>
__aicore__ inline constexpr auto tuple_size(const Tuple& t)
{
if constexpr (sizeof...(Is) == 0) {
return product{}(t);
} else {
return tuple_size(get_tuple<Is...>(t));
}
}
template <size_t I, typename Tuple>
__aicore__ inline constexpr auto select_tuple(Tuple&& t)
{
static_assert(Std::is_tuple_v<Std::remove_cvref_t<Tuple>>, "Shape or Stride is not Tuple");
auto&& tt = Std::get<I>(static_cast<Tuple&&>(t));
if constexpr (Std::is_tuple_v<Std::remove_cvref_t<decltype(tt)>>) {
return tt;
} else {
return Std::make_tuple(tt);
}
}
template <size_t I0, size_t I1, size_t... Is, typename Tuple>
__aicore__ inline constexpr auto select_tuple(Tuple&& t)
{
static_assert(Std::is_tuple_v<Std::remove_cvref_t<Tuple>>, "Shape or Stride is not Tuple");
return Std::make_tuple(
Std::get<I0>(static_cast<Tuple&&>(t)), Std::get<I1>(static_cast<Tuple&&>(t)),
Std::get<Is>(static_cast<Tuple&&>(t))...);
}
template <typename Tuple>
__aicore__ inline constexpr auto select_tuple(Tuple&& t)
{
static_assert(Std::is_tuple_v<Std::remove_cvref_t<Tuple>>, "Shape or Stride is not Tuple");
return static_cast<Tuple&&>(t);
}
template <size_t index, size_t I, size_t... Is, typename Tuple>
__aicore__ inline constexpr decltype(auto) get_value(const Tuple& t)
{
decltype(auto) tuple_ele = Std::get<index>(t);
if constexpr (sizeof...(Is) == 0) {
return Std::get<I>(tuple_ele);
} else {
return Std::make_tuple(Std::get<I>(tuple_ele), Std::get<Is>(tuple_ele)...);
}
}
template <size_t index, typename Tuple>
__aicore__ inline constexpr decltype(auto) get_value(const Tuple& t)
{
return Std::get<index>(t);
}
template <typename FirstValue, typename... Values>
__aicore__ inline constexpr auto get_max(const FirstValue& first_value, const Values&... values)
{
if constexpr (sizeof...(Values) == 0) {
return first_value;
} else {
return Std::max(first_value, get_max(values...));
}
}
template <typename Shape, typename Stride>
__aicore__ inline constexpr auto get_capacity(const Shape& shape, const Stride& stride);
template <typename Shape, typename Stride, size_t... Is>
__aicore__ inline constexpr auto get_capacity_impl(const Shape& shape, const Stride& stride, Std::index_sequence<Is...>)
{
return get_max(get_capacity(Std::get<Is>(shape), Std::get<Is>(stride))...);
}
template <typename Shape, typename Stride>
__aicore__ inline constexpr auto get_capacity(const Shape& shape, const Stride& stride)
{
if constexpr (Std::is_tuple_v<Shape> && Std::is_tuple_v<Stride>) {
static_assert(Std::tuple_size_v<Shape> == Std::tuple_size_v<Stride>, "Mismatched ranks");
return get_capacity_impl(shape, stride, Std::make_index_sequence<Std::tuple_size_v<Shape>>{});
} else {
return shape * stride;
}
}
template <size_t Idx, typename Seq>
struct prepend_index;
template <size_t Idx, size_t... Is>
struct prepend_index<Idx, Std::index_sequence<Is...>> {
using type = Std::index_sequence<Idx, Is...>;
};
template <size_t Idx, bool... Mask>
struct keep_index_seq {
using type = Std::index_sequence<>;
};
template <size_t Idx, bool Head, bool... Tail>
struct keep_index_seq<Idx, Head, Tail...> {
using rest = typename keep_index_seq<Idx + 1, Tail...>::type;
using type = Std::conditional_t<Head, typename prepend_index<Idx, rest>::type, rest>;
};
template <bool... Mask>
using keep_index_seq_t = typename keep_index_seq<0, Mask...>::type;
template <typename BoolSeq>
struct keep_index_seq_from_seq;
template <bool... Bs>
struct keep_index_seq_from_seq<Std::IntegerSequence<bool, Bs...>> {
using type = typename keep_index_seq_t<Bs...>::type;
};
template <typename Tuple, size_t... Is>
__aicore__ inline constexpr auto select_by_seq_impl(const Tuple& t, Std::index_sequence<Is...>)
{
return Std::make_tuple(Std::get<Is>(t)...);
}
template <typename Seq, typename Tuple>
__aicore__ inline constexpr auto select_by_seq(const Tuple& t)
{
return select_by_seq_impl(t, Seq{});
}
template <typename Left, typename Right, typename = void>
struct is_same_structure;
template <typename Left, typename Right, typename Seq>
struct all_children_same;
template <typename Left, typename Right, size_t... Is>
struct all_children_same<Left, Right, Std::index_sequence<Is...>>
: Std::bool_constant<(
is_same_structure<
typename Std::tuple_element<Is, Std::remove_cvref_t<Left>>::type,
typename Std::tuple_element<Is, Std::remove_cvref_t<Right>>::type>::value &&
...)> {};
template <typename Left, typename Right, typename>
struct is_same_structure : Std::false_type {};
template <typename Left, typename Right>
struct is_same_structure<
Left, Right,
Std::enable_if_t<Std::is_tuple_v<Std::remove_cvref_t<Left>> && Std::is_tuple_v<Std::remove_cvref_t<Right>>>>
: Std::conditional_t<
Std::tuple_size_v<Std::remove_cvref_t<Left>> == Std::tuple_size_v<Std::remove_cvref_t<Right>>,
all_children_same<
Std::remove_cvref_t<Left>, Std::remove_cvref_t<Right>,
Std::make_index_sequence<Std::tuple_size_v<Std::remove_cvref_t<Left>>>>,
Std::false_type> {};
template <typename Left, typename Right>
struct is_same_structure<
Left, Right,
Std::enable_if_t<!Std::is_tuple_v<Std::remove_cvref_t<Left>> && !Std::is_tuple_v<Std::remove_cvref_t<Right>>>>
: Std::true_type {};
template <typename Left, typename Right>
constexpr bool is_same_structure_v = is_same_structure<Std::remove_cvref_t<Left>, Std::remove_cvref_t<Right>>::value;
}
}
#endif
#if defined(UNDEF_ASCENDC_TENSOR_API_INCLUDE_COMPILER_INTERNAL_HEADERS_ASCENDC)
#undef ASCENDC_TENSOR_API_INCLUDE_COMPILER_INTERNAL_HEADERS
#undef UNDEF_ASCENDC_TENSOR_API_INCLUDE_COMPILER_INTERNAL_HEADERS_ASCENDC
#endif