cutlass/include/cute/container/array_subbyte.hpp

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/***************************************************************************************************
* Copyright (c) 2023 - 2023 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions are met:
*
* 1. Redistributions of source code must retain the above copyright notice, this
* list of conditions and the following disclaimer.
*
* 2. Redistributions in binary form must reproduce the above copyright notice,
* this list of conditions and the following disclaimer in the documentation
* and/or other materials provided with the distribution.
*
* 3. Neither the name of the copyright holder nor the names of its
* contributors may be used to endorse or promote products derived from
* this software without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
* FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
* DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
* SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
* CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
* OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*
**************************************************************************************************/
/*! \file
\brief Statically sized array of elements that accommodates subbyte trivial types
in a packed storage.
*/
#pragma once
#include <cute/config.hpp>
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#include <cute/numeric/int.hpp> // sizeof_bits
#include <cute/numeric/integral_constant.hpp>
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#include <cute/container/bit_field.hpp> // dummy_type
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namespace cute
{
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//
// Underlying subbyte storage type
//
template <class T>
using subbyte_storage_type_t = conditional_t<(sizeof_bits_v<T> <= 8), uint8_t,
conditional_t<(sizeof_bits_v<T> <= 16), uint16_t,
conditional_t<(sizeof_bits_v<T> <= 32), uint32_t,
conditional_t<(sizeof_bits_v<T> <= 64), uint64_t,
conditional_t<(sizeof_bits_v<T> <= 128), uint128_t,
dummy_type>>>>>;
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template <class T>
struct subbyte_iterator;
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//
// subbyte_reference
// Proxy object for sub-byte element references
//
template <class T>
struct subbyte_reference
{
// Iterator Element type (const or non-const)
using element_type = T;
// Iterator Value type without type qulifier.
using value_type = remove_cv_t<T>;
// Storage type (const or non-const)
using storage_type = conditional_t<(is_const_v<T>), subbyte_storage_type_t<T> const, subbyte_storage_type_t<T>>;
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static_assert(!is_same_v<storage_type, dummy_type>, "Storage type is not supported");
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static_assert(sizeof_bits_v<element_type> <= sizeof_bits_v<storage_type>,
"Size of Element must not be greater than Storage.");
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// Number of logical elements per stored object
static constexpr uint8_t ElementsPerStoredItem = sizeof_bits_v<storage_type> / sizeof_bits_v<element_type>;
// Bitmask for covering one item
static constexpr storage_type BitMask = storage_type((storage_type(1) << sizeof_bits_v<element_type>) - 1);
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private:
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friend class subbyte_iterator<T>;
// Pointer to storage element
storage_type* ptr_ = nullptr;
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// Index into elements packed into storage_type element. RI: 0 <= idx_ < ElementsPerStoredItem
uint8_t idx_ = 0;
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// Ctor
template <class PointerType>
CUTE_HOST_DEVICE constexpr
subbyte_reference(PointerType* ptr, uint8_t idx = 0) : ptr_(reinterpret_cast<storage_type*>(ptr)), idx_(idx) {}
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public:
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// Copy Ctor
CUTE_HOST_DEVICE constexpr
subbyte_reference(subbyte_reference const& other) {
*this = element_type(other);
}
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// Copy Assignment
CUTE_HOST_DEVICE constexpr
subbyte_reference& operator=(subbyte_reference const& other) {
return *this = element_type(other);
}
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// Dtor
~subbyte_reference() = default;
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// Assignment
template<class T_=element_type>
CUTE_HOST_DEVICE constexpr
enable_if_t<!is_const_v<T_>, subbyte_reference&> operator=(element_type x) {
static_assert(is_same_v<T_, element_type>, "Do not specify template arguments!");
storage_type item = (reinterpret_cast<storage_type const &>(x) & BitMask);
storage_type kUpdateMask = storage_type(~(BitMask << (idx_ * sizeof_bits_v<element_type>)));
*ptr_ = storage_type((*ptr_ & kUpdateMask) | (item << (idx_ * sizeof_bits_v<element_type>)));
return *this;
}
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CUTE_HOST_DEVICE
element_type get() const {
if constexpr (is_same_v<bool, value_type>) { // Extract to bool -- potentially faster impl
return bool((*ptr_) & (BitMask << (idx_ * sizeof_bits_v<element_type>)));
} else { // Extract to element_type
storage_type item = storage_type((*ptr_ >> (idx_ * sizeof_bits_v<element_type>)) & BitMask);
return reinterpret_cast<element_type &>(item);
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}
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}
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// Extract to type element_type
CUTE_HOST_DEVICE constexpr
operator element_type() const {
return get();
}
};
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//
// subbyte_iterator
// Random-access iterator over subbyte references
//
template <class T>
struct subbyte_iterator
{
// Iterator Element type (const or non-const)
using element_type = T;
// Iterator Value type without type qulifier.
using value_type = remove_cv_t<T>;
// Storage type (const or non-const)
using storage_type = conditional_t<(is_const_v<T>), subbyte_storage_type_t<T> const, subbyte_storage_type_t<T>>;
// Reference proxy type
using reference = subbyte_reference<element_type>;
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static_assert(!is_same_v<storage_type, dummy_type>, "Storage type is not supported");
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static_assert(sizeof_bits_v<element_type> <= sizeof_bits_v<storage_type>,
"Size of Element must not be greater than Storage.");
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// Number of logical elements per stored object
static constexpr uint8_t ElementsPerStoredItem = sizeof_bits_v<storage_type> / sizeof_bits_v<element_type>;
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private:
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// Pointer to storage element
storage_type* ptr_ = nullptr;
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// Index into elements packed into storage_type element. RI: 0 <= idx_ < ElementsPerStoredItem
uint8_t idx_ = 0;
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public:
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template <class PointerType>
CUTE_HOST_DEVICE constexpr
subbyte_iterator(PointerType* ptr, uint8_t idx = 0): ptr_(reinterpret_cast<storage_type*>(ptr)), idx_(idx) { }
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subbyte_iterator() = default;
CUTE_HOST_DEVICE constexpr
subbyte_iterator& operator++() {
++idx_;
if (idx_ == ElementsPerStoredItem) {
++ptr_;
idx_ = 0;
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}
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return *this;
}
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CUTE_HOST_DEVICE constexpr
subbyte_iterator& operator--() {
if (idx_) {
--idx_;
} else {
--ptr_;
idx_ = ElementsPerStoredItem - 1;
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}
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return *this;
}
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CUTE_HOST_DEVICE constexpr
subbyte_iterator operator++(int) {
subbyte_iterator ret(*this);
++(*this);
return ret;
}
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CUTE_HOST_DEVICE constexpr
subbyte_iterator operator--(int) {
subbyte_iterator ret(*this);
--(*this);
return ret;
}
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CUTE_HOST_DEVICE constexpr
subbyte_iterator& operator+=(uint64_t k) {
k += idx_;
ptr_ += k / ElementsPerStoredItem;
idx_ = k % ElementsPerStoredItem;
return *this;
}
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CUTE_HOST_DEVICE constexpr
subbyte_iterator operator+(uint64_t k) const {
return subbyte_iterator(ptr_,idx_) += k;
}
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CUTE_HOST_DEVICE constexpr
reference operator*() const {
return reference(ptr_, idx_);
}
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CUTE_HOST_DEVICE constexpr
reference operator[](uint64_t k) const {
return *(*this + k);
}
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CUTE_HOST_DEVICE constexpr
friend bool operator==(subbyte_iterator const& x, subbyte_iterator const& y) {
return x.ptr_ == y.ptr_ && x.idx_ == y.idx_;
}
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CUTE_HOST_DEVICE constexpr
friend bool operator!=(subbyte_iterator const& x, subbyte_iterator const& y) {
return !(x == y);
}
};
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//
// array_subbyte
// Statically sized array for non-byte-aligned data types
//
template <class T, size_t N>
struct array_subbyte
{
using element_type = T;
using value_type = remove_cv_t<T>;
using pointer = element_type*;
using const_pointer = element_type const*;
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using size_type = size_t;
using difference_type = ptrdiff_t;
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//
// References
//
using reference = subbyte_reference<element_type>;
using const_reference = subbyte_reference<element_type const>;
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//
// Iterators
//
using iterator = subbyte_iterator<element_type>;
using const_iterator = subbyte_iterator<element_type const>;
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// Storage type (const or non-const)
using storage_type = conditional_t<(is_const_v<T>), subbyte_storage_type_t<T> const, subbyte_storage_type_t<T>>;
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static_assert(!is_same_v<storage_type, dummy_type>, "Storage type is not supported");
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// Number of logical elements per stored object
static constexpr uint8_t ElementsPerStoredItem = sizeof_bits_v<storage_type> / sizeof_bits_v<T>;
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// Bitmask for covering one item
static constexpr storage_type BitMask = ((storage_type(1) << sizeof_bits<T>::value) - 1);
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// Number of storage elements
static constexpr size_type StorageElements = (N + ElementsPerStoredItem - 1) / ElementsPerStoredItem;
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private:
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// Internal storage
storage_type storage[StorageElements];
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public:
CUTE_HOST_DEVICE constexpr
array_subbyte() { }
CUTE_HOST_DEVICE constexpr
array_subbyte(array_subbyte const& x) {
CUTE_UNROLL
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for (size_type i = 0; i < StorageElements; ++i) {
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storage[i] = x.storage[i];
}
}
CUTE_HOST_DEVICE constexpr
size_type size() const {
return N;
}
CUTE_HOST_DEVICE constexpr
size_type max_size() const {
return N;
}
CUTE_HOST_DEVICE constexpr
bool empty() const {
return !N;
}
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// Efficient clear method
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CUTE_HOST_DEVICE constexpr
void clear() {
CUTE_UNROLL
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for (size_type i = 0; i < StorageElements; ++i) {
storage[i] = storage_type(0);
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}
}
// Efficient fill method
CUTE_HOST_DEVICE constexpr
void fill(T const& value) {
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storage_type item = (reinterpret_cast<storage_type const&>(value) & BitMask);
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// Reproduce the value over the bits of the storage item
CUTE_UNROLL
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for (size_type s = sizeof_bits_v<T>; s < sizeof_bits_v<storage_type>; s *= 2) {
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item |= item << s;
}
CUTE_UNROLL
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for (size_type i = 0; i < StorageElements; ++i) {
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storage[i] = item;
}
}
CUTE_HOST_DEVICE constexpr
reference at(size_type pos) {
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return iterator(storage)[pos];
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}
CUTE_HOST_DEVICE constexpr
const_reference at(size_type pos) const {
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return const_iterator(storage)[pos];
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}
CUTE_HOST_DEVICE constexpr
reference operator[](size_type pos) {
return at(pos);
}
CUTE_HOST_DEVICE constexpr
const_reference operator[](size_type pos) const {
return at(pos);
}
CUTE_HOST_DEVICE constexpr
reference front() {
return at(0);
}
CUTE_HOST_DEVICE constexpr
const_reference front() const {
return at(0);
}
CUTE_HOST_DEVICE constexpr
reference back() {
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return at(N-1);
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}
CUTE_HOST_DEVICE constexpr
const_reference back() const {
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return at(N-1);
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}
CUTE_HOST_DEVICE constexpr
pointer data() {
return reinterpret_cast<pointer>(storage);
}
CUTE_HOST_DEVICE constexpr
const_pointer data() const {
return reinterpret_cast<const_pointer>(storage);
}
CUTE_HOST_DEVICE constexpr
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storage_type* raw_data() {
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return storage;
}
CUTE_HOST_DEVICE constexpr
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storage_type const* raw_data() const {
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return storage;
}
CUTE_HOST_DEVICE constexpr
iterator begin() {
return iterator(storage);
}
CUTE_HOST_DEVICE constexpr
const_iterator begin() const {
return const_iterator(storage);
}
CUTE_HOST_DEVICE constexpr
const_iterator cbegin() const {
return begin();
}
CUTE_HOST_DEVICE constexpr
iterator end() {
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return iterator(storage + N / ElementsPerStoredItem, N % ElementsPerStoredItem);
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}
CUTE_HOST_DEVICE constexpr
const_iterator end() const {
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return const_iterator(storage + N / ElementsPerStoredItem, N % ElementsPerStoredItem);
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}
CUTE_HOST_DEVICE constexpr
const_iterator cend() const {
return end();
}
//
// Comparison operators
//
};
//
// Operators
//
template <class T, size_t N>
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CUTE_HOST_DEVICE constexpr
void clear(array_subbyte<T,N>& a)
{
a.clear();
}
template <class T, size_t N>
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CUTE_HOST_DEVICE constexpr
void fill(array_subbyte<T,N>& a, T const& value)
{
a.fill(value);
}
} // namespace cute
//
// Specialize tuple-related functionality for cute::array_subbyte
//
#if defined(__CUDACC_RTC__)
#include <cuda/std/tuple>
#else
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#include <tuple>
#endif
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namespace cute
{
template <size_t I, class T, size_t N>
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CUTE_HOST_DEVICE constexpr
T& get(array_subbyte<T,N>& a)
{
static_assert(I < N, "Index out of range");
return a[I];
}
template <size_t I, class T, size_t N>
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CUTE_HOST_DEVICE constexpr
T const& get(array_subbyte<T,N> const& a)
{
static_assert(I < N, "Index out of range");
return a[I];
}
template <size_t I, class T, size_t N>
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CUTE_HOST_DEVICE constexpr
T&& get(array_subbyte<T,N>&& a)
{
static_assert(I < N, "Index out of range");
return std::move(a[I]);
}
} // end namespace cute
namespace CUTE_STL_NAMESPACE
{
template <class T, size_t N>
struct tuple_size<cute::array_subbyte<T,N>>
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: CUTE_STL_NAMESPACE::integral_constant<size_t, N>
{};
template <size_t I, class T, size_t N>
struct tuple_element<I, cute::array_subbyte<T,N>>
{
using type = T;
};
template <class T, size_t N>
struct tuple_size<const cute::array_subbyte<T,N>>
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: CUTE_STL_NAMESPACE::integral_constant<size_t, N>
{};
template <size_t I, class T, size_t N>
struct tuple_element<I, const cute::array_subbyte<T,N>>
{
using type = T;
};
} // end namespace CUTE_STL_NAMESPACE
#ifdef CUTE_STL_NAMESPACE_IS_CUDA_STD
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namespace std
{
#if defined(__CUDACC_RTC__)
template <class... _Tp>
struct tuple_size;
template<size_t _Ip, class... _Tp>
struct tuple_element;
#endif
template <class T, size_t N>
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struct tuple_size<cute::array_subbyte<T,N>>
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: CUTE_STL_NAMESPACE::integral_constant<size_t, N>
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{};
template <size_t I, class T, size_t N>
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struct tuple_element<I, cute::array_subbyte<T,N>>
{
using type = T;
};
template <class T, size_t N>
struct tuple_size<const cute::array_subbyte<T,N>>
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: CUTE_STL_NAMESPACE::integral_constant<size_t, N>
{};
template <size_t I, class T, size_t N>
struct tuple_element<I, const cute::array_subbyte<T,N>>
{
using type = T;
};
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} // end namespace std
#endif // CUTE_STL_NAMESPACE_IS_CUDA_STD