device_uvector.hpp
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1 /*
2  * SPDX-FileCopyrightText: Copyright (c) 2020-2026, NVIDIA CORPORATION.
3  * SPDX-License-Identifier: Apache-2.0
4  */
5 
6 #pragma once
7 
9 #include <rmm/detail/error.hpp>
10 #include <rmm/detail/exec_check_disable.hpp>
11 #include <rmm/detail/export.hpp>
12 #include <rmm/device_buffer.hpp>
14 #include <rmm/resource_ref.hpp>
15 
16 #include <cuda/std/iterator>
17 #include <cuda/std/span>
18 
19 #include <cstddef>
20 #include <type_traits>
21 #include <utility>
22 
23 namespace RMM_NAMESPACE {
67 template <typename T>
69  static_assert(std::is_trivially_copyable_v<T>,
70  "device_uvector only supports types that are trivially copyable.");
71 
72  public:
73  using value_type = T;
74  using size_type = std::size_t;
75  using reference = value_type&;
77  value_type const&;
78  using pointer = value_type*;
79  using const_pointer = value_type const*;
80  using iterator = pointer;
83  cuda::std::reverse_iterator<iterator>;
85  cuda::std::reverse_iterator<const_iterator>;
87 
88  RMM_EXEC_CHECK_DISABLE
89  ~device_uvector() = default;
90 
91  RMM_EXEC_CHECK_DISABLE
92  device_uvector(device_uvector&&) noexcept = default;
93 
94  RMM_EXEC_CHECK_DISABLE
95  device_uvector& operator=(device_uvector&&) noexcept =
96  default;
97 
101  device_uvector(device_uvector const&) = delete;
102 
106  device_uvector& operator=(device_uvector const&) = delete;
107 
111  device_uvector() = delete;
112 
127  explicit device_uvector(size_type size,
128  cuda_stream_view stream,
130  : _storage{elements_to_bytes(size), std::alignment_of_v<T>, stream, mr}
131  {
132  }
133 
143  explicit device_uvector(device_uvector const& other,
144  cuda_stream_view stream,
146  : _storage{other._storage, stream, mr}
147  {
148  }
149 
158  [[nodiscard]] pointer element_ptr(size_type element_index) noexcept
159  {
160  assert(element_index < size());
161  return data() + element_index;
162  }
163 
172  [[nodiscard]] const_pointer element_ptr(size_type element_index) const noexcept
173  {
174  assert(element_index < size());
175  return data() + element_index;
176  }
177 
211  void set_element_async(size_type element_index, value_type const& value, cuda_stream_view stream)
212  {
213  RMM_EXPECTS(
214  element_index < size(), "Attempt to access out of bounds element.", rmm::out_of_range);
215  RMM_CUDA_TRY(cudaMemcpyAsync(
216  element_ptr(element_index), &value, sizeof(value), cudaMemcpyDefault, stream.value()));
217  }
218 
219  // We delete the r-value reference overload to prevent asynchronously copying from a literal or
220  // implicit temporary value after it is deleted or goes out of scope.
221  void set_element_async(size_type, value_type const&&, cuda_stream_view) = delete;
222 
246  {
247  RMM_EXPECTS(
248  element_index < size(), "Attempt to access out of bounds element.", rmm::out_of_range);
249  RMM_CUDA_TRY(
250  cudaMemsetAsync(element_ptr(element_index), 0, sizeof(value_type), stream.value()));
251  }
252 
282  void set_element(size_type element_index, T const& value, cuda_stream_view stream)
283  {
284  set_element_async(element_index, value, stream);
285  stream.synchronize_no_throw();
286  }
287 
300  [[nodiscard]] value_type element(size_type element_index, cuda_stream_view stream) const
301  {
302  RMM_EXPECTS(
303  element_index < size(), "Attempt to access out of bounds element.", rmm::out_of_range);
304  value_type value;
305  RMM_CUDA_TRY(cudaMemcpyAsync(
306  &value, element_ptr(element_index), sizeof(value), cudaMemcpyDefault, stream.value()));
307  stream.synchronize();
308  return value;
309  }
310 
322  [[nodiscard]] value_type front_element(cuda_stream_view stream) const
323  {
324  return element(0, stream);
325  }
326 
338  [[nodiscard]] value_type back_element(cuda_stream_view stream) const
339  {
340  return element(size() - 1, stream);
341  }
342 
355  void reserve(size_type new_capacity, cuda_stream_view stream)
356  {
357  _storage.reserve(elements_to_bytes(new_capacity), stream);
358  }
359 
376  void resize(size_type new_size, cuda_stream_view stream)
377  {
378  _storage.resize(elements_to_bytes(new_size), stream);
379  }
380 
388  void shrink_to_fit(cuda_stream_view stream) { _storage.shrink_to_fit(stream); }
389 
395  device_buffer release() noexcept { return std::move(_storage); }
396 
403  [[nodiscard]] size_type capacity() const noexcept
404  {
405  return bytes_to_elements(_storage.capacity());
406  }
407 
416  [[nodiscard]] pointer data() noexcept { return static_cast<pointer>(_storage.data()); }
417 
426  [[nodiscard]] const_pointer data() const noexcept
427  {
428  return static_cast<const_pointer>(_storage.data());
429  }
430 
438  [[nodiscard]] iterator begin() noexcept { return data(); }
439 
447  [[nodiscard]] const_iterator cbegin() const noexcept { return data(); }
448 
456  [[nodiscard]] const_iterator begin() const noexcept { return cbegin(); }
457 
466  [[nodiscard]] iterator end() noexcept { return data() + size(); }
467 
476  [[nodiscard]] const_iterator cend() const noexcept { return data() + size(); }
477 
486  [[nodiscard]] const_iterator end() const noexcept { return cend(); }
487 
495  [[nodiscard]] reverse_iterator rbegin() noexcept { return reverse_iterator(end()); }
496 
504  [[nodiscard]] const_reverse_iterator crbegin() const noexcept
505  {
506  return const_reverse_iterator(cend());
507  }
508 
516  [[nodiscard]] const_reverse_iterator rbegin() const noexcept { return crbegin(); }
517 
526  [[nodiscard]] reverse_iterator rend() noexcept { return reverse_iterator(begin()); }
527 
537  [[nodiscard]] const_reverse_iterator crend() const noexcept
538  {
539  return const_reverse_iterator(begin());
540  }
541 
550  [[nodiscard]] const_reverse_iterator rend() const noexcept { return crend(); }
551 
555  [[nodiscard]] size_type size() const noexcept { return bytes_to_elements(_storage.size()); }
556 
560  [[nodiscard]] std::int64_t ssize() const noexcept
561  {
562  assert(size() < static_cast<size_type>(std::numeric_limits<int64_t>::max()) &&
563  "Size overflows signed integer");
564  return static_cast<int64_t>(size());
565  }
566 
570  [[nodiscard]] bool is_empty() const noexcept { return size() == 0; }
571 
575  [[nodiscard]] operator cuda::std::span<T const>() const noexcept
576  {
577  return cuda::std::span<T const>(data(), size());
578  }
579 
583  [[nodiscard]] operator cuda::std::span<T>() noexcept
584  {
585  return cuda::std::span<T>(data(), size());
586  }
587 
592  [[nodiscard]] rmm::device_async_resource_ref memory_resource() noexcept
593  {
594  return _storage.memory_resource();
595  }
596 
600  [[nodiscard]] cuda_stream_view stream() const noexcept { return _storage.stream(); }
601 
613  void set_stream(cuda_stream_view stream) noexcept { _storage.set_stream(stream); }
614 
615  private:
616  device_buffer _storage{};
617 
618  [[nodiscard]] size_type constexpr elements_to_bytes(size_type num_elements) const noexcept
619  {
620  return num_elements * sizeof(value_type);
621  }
622 
623  [[nodiscard]] size_type constexpr bytes_to_elements(size_type num_bytes) const noexcept
624  {
625  return num_bytes / sizeof(value_type);
626  }
627 };
628  // end of group
630 } // namespace RMM_NAMESPACE
Strongly-typed non-owning wrapper for CUDA streams with default constructor.
Definition: cuda_stream_view.hpp:28
void synchronize() const
Synchronize the viewed CUDA stream.
void synchronize_no_throw() const noexcept
Synchronize the viewed CUDA stream. Does not throw if there is an error.
cudaStream_t value() const noexcept
Get the wrapped stream.
RAII construct for device memory allocation.
Definition: device_buffer.hpp:72
An uninitialized vector of elements in device memory.
Definition: device_uvector.hpp:68
reverse_iterator rend() noexcept
Returns reverse_iterator to the element preceding the first element of the vector.
Definition: device_uvector.hpp:526
const_iterator cend() const noexcept
Returns a const_iterator to the element following the last element of the vector.
Definition: device_uvector.hpp:476
const_reverse_iterator crend() const noexcept
Returns a const_reverse_iterator to the element preceding the first element of the vector.
Definition: device_uvector.hpp:537
value_type * pointer
The type of the pointer returned by data()
Definition: device_uvector.hpp:78
cuda::std::reverse_iterator< iterator > reverse_iterator
The type of the iterator returned by rbegin()
Definition: device_uvector.hpp:83
void set_element_async(size_type element_index, value_type const &value, cuda_stream_view stream)
Performs an asynchronous copy of v to the specified element in device memory.
Definition: device_uvector.hpp:211
bool is_empty() const noexcept
true if the vector contains no elements, i.e. size() == 0
Definition: device_uvector.hpp:570
size_type size() const noexcept
The number of elements in the vector.
Definition: device_uvector.hpp:555
const_pointer data() const noexcept
Returns const pointer to underlying device storage.
Definition: device_uvector.hpp:426
void resize(size_type new_size, cuda_stream_view stream)
Resizes the vector to contain new_size elements.
Definition: device_uvector.hpp:376
void set_element(size_type element_index, T const &value, cuda_stream_view stream)
Performs a synchronous copy of v to the specified element in device memory.
Definition: device_uvector.hpp:282
reverse_iterator rbegin() noexcept
Returns a reverse_iterator to the last element.
Definition: device_uvector.hpp:495
pointer data() noexcept
Returns pointer to underlying device storage.
Definition: device_uvector.hpp:416
void shrink_to_fit(cuda_stream_view stream)
Forces deallocation of unused device memory.
Definition: device_uvector.hpp:388
iterator end() noexcept
Returns an iterator to the element following the last element of the vector.
Definition: device_uvector.hpp:466
std::size_t size_type
The type used for the size of the vector.
Definition: device_uvector.hpp:74
const_reverse_iterator crbegin() const noexcept
Returns a const_reverse_iterator to the last element.
Definition: device_uvector.hpp:504
size_type capacity() const noexcept
Returns the number of elements that can be held in currently allocated storage.
Definition: device_uvector.hpp:403
std::int64_t ssize() const noexcept
The signed number of elements in the vector.
Definition: device_uvector.hpp:560
T value_type
Stored value type.
Definition: device_uvector.hpp:73
const_iterator cbegin() const noexcept
Returns a const_iterator to the first element.
Definition: device_uvector.hpp:447
value_type back_element(cuda_stream_view stream) const
Returns the last element.
Definition: device_uvector.hpp:338
const_pointer const_iterator
The type of the const iterator returned by cbegin()
Definition: device_uvector.hpp:81
device_buffer release() noexcept
Release ownership of device memory storage.
Definition: device_uvector.hpp:395
void set_element_to_zero_async(size_type element_index, cuda_stream_view stream)
Asynchronously sets the specified element to zero in device memory.
Definition: device_uvector.hpp:245
device_uvector(device_uvector &&) noexcept=default
Default move constructor.
pointer iterator
The type of the iterator returned by begin()
Definition: device_uvector.hpp:80
void reserve(size_type new_capacity, cuda_stream_view stream)
Increases the capacity of the vector to new_capacity elements.
Definition: device_uvector.hpp:355
value_type & reference
Reference type returned by operator[](size_type)
Definition: device_uvector.hpp:75
const_reverse_iterator rend() const noexcept
Returns const_reverse_iterator to the element preceding the first element of the vector.
Definition: device_uvector.hpp:550
const_iterator end() const noexcept
Returns an iterator to the element following the last element of the vector.
Definition: device_uvector.hpp:486
pointer element_ptr(size_type element_index) noexcept
Returns pointer to the specified element.
Definition: device_uvector.hpp:158
value_type front_element(cuda_stream_view stream) const
Returns the first element.
Definition: device_uvector.hpp:322
value_type const * const_pointer
The type of the pointer returned by data() const.
Definition: device_uvector.hpp:79
device_uvector(device_uvector const &other, cuda_stream_view stream, device_async_resource_ref mr=mr::get_current_device_resource_ref())
Construct a new device_uvector by deep copying the contents of another device_uvector.
Definition: device_uvector.hpp:143
value_type const & const_reference
Constant reference type returned by operator[](size_type) const.
Definition: device_uvector.hpp:77
const_reverse_iterator rbegin() const noexcept
Returns a const_reverse_iterator to the last element.
Definition: device_uvector.hpp:516
value_type element(size_type element_index, cuda_stream_view stream) const
Returns the specified element from device memory.
Definition: device_uvector.hpp:300
const_pointer element_ptr(size_type element_index) const noexcept
Returns pointer to the specified element.
Definition: device_uvector.hpp:172
cuda::std::reverse_iterator< const_iterator > const_reverse_iterator
Definition: device_uvector.hpp:86
const_iterator begin() const noexcept
Returns a const_iterator to the first element.
Definition: device_uvector.hpp:456
iterator begin() noexcept
Returns an iterator to the first element.
Definition: device_uvector.hpp:438
Exception thrown when attempting to access outside of a defined range.
Definition: error.hpp:99
device_async_resource_ref get_current_device_resource_ref()
Get the device_async_resource_ref for the current device.
Definition: per_device_resource.hpp:405
detail::cccl_async_resource_ref< cuda::mr::resource_ref< cuda::mr::device_accessible > > device_async_resource_ref
Alias for a cuda::mr::async_resource_ref with the property cuda::mr::device_accessible.
Definition: resource_ref.hpp:32
Management of per-device device_memory_resources.