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 
124  explicit device_uvector(size_type size,
125  cuda_stream_view stream,
127  : _storage{elements_to_bytes(size), stream, mr}
128  {
129  }
130 
140  explicit device_uvector(device_uvector const& other,
141  cuda_stream_view stream,
143  : _storage{other._storage, stream, mr}
144  {
145  }
146 
155  [[nodiscard]] pointer element_ptr(size_type element_index) noexcept
156  {
157  assert(element_index < size());
158  return data() + element_index;
159  }
160 
169  [[nodiscard]] const_pointer element_ptr(size_type element_index) const noexcept
170  {
171  assert(element_index < size());
172  return data() + element_index;
173  }
174 
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 
216  if constexpr (std::is_same_v<value_type, bool>) {
217  RMM_CUDA_TRY(
218  cudaMemsetAsync(element_ptr(element_index), value, sizeof(value), stream.value()));
219  return;
220  }
221 
222  if constexpr (std::is_fundamental_v<value_type>) {
223  if (value == value_type{0}) {
224  set_element_to_zero_async(element_index, stream);
225  return;
226  }
227  }
228 
229  RMM_CUDA_TRY(cudaMemcpyAsync(
230  element_ptr(element_index), &value, sizeof(value), cudaMemcpyDefault, stream.value()));
231  }
232 
233  // We delete the r-value reference overload to prevent asynchronously copying from a literal or
234  // implicit temporary value after it is deleted or goes out of scope.
235  void set_element_async(size_type, value_type const&&, cuda_stream_view) = delete;
236 
260  {
261  RMM_EXPECTS(
262  element_index < size(), "Attempt to access out of bounds element.", rmm::out_of_range);
263  RMM_CUDA_TRY(
264  cudaMemsetAsync(element_ptr(element_index), 0, sizeof(value_type), stream.value()));
265  }
266 
296  void set_element(size_type element_index, T const& value, cuda_stream_view stream)
297  {
298  set_element_async(element_index, value, stream);
299  stream.synchronize_no_throw();
300  }
301 
314  [[nodiscard]] value_type element(size_type element_index, cuda_stream_view stream) const
315  {
316  RMM_EXPECTS(
317  element_index < size(), "Attempt to access out of bounds element.", rmm::out_of_range);
318  value_type value;
319  RMM_CUDA_TRY(cudaMemcpyAsync(
320  &value, element_ptr(element_index), sizeof(value), cudaMemcpyDefault, stream.value()));
321  stream.synchronize();
322  return value;
323  }
324 
336  [[nodiscard]] value_type front_element(cuda_stream_view stream) const
337  {
338  return element(0, stream);
339  }
340 
352  [[nodiscard]] value_type back_element(cuda_stream_view stream) const
353  {
354  return element(size() - 1, stream);
355  }
356 
369  void reserve(size_type new_capacity, cuda_stream_view stream)
370  {
371  _storage.reserve(elements_to_bytes(new_capacity), stream);
372  }
373 
390  void resize(size_type new_size, cuda_stream_view stream)
391  {
392  _storage.resize(elements_to_bytes(new_size), stream);
393  }
394 
402  void shrink_to_fit(cuda_stream_view stream) { _storage.shrink_to_fit(stream); }
403 
409  device_buffer release() noexcept { return std::move(_storage); }
410 
417  [[nodiscard]] size_type capacity() const noexcept
418  {
419  return bytes_to_elements(_storage.capacity());
420  }
421 
430  [[nodiscard]] pointer data() noexcept { return static_cast<pointer>(_storage.data()); }
431 
440  [[nodiscard]] const_pointer data() const noexcept
441  {
442  return static_cast<const_pointer>(_storage.data());
443  }
444 
452  [[nodiscard]] iterator begin() noexcept { return data(); }
453 
461  [[nodiscard]] const_iterator cbegin() const noexcept { return data(); }
462 
470  [[nodiscard]] const_iterator begin() const noexcept { return cbegin(); }
471 
480  [[nodiscard]] iterator end() noexcept { return data() + size(); }
481 
490  [[nodiscard]] const_iterator cend() const noexcept { return data() + size(); }
491 
500  [[nodiscard]] const_iterator end() const noexcept { return cend(); }
501 
509  [[nodiscard]] reverse_iterator rbegin() noexcept { return reverse_iterator(end()); }
510 
518  [[nodiscard]] const_reverse_iterator crbegin() const noexcept
519  {
520  return const_reverse_iterator(cend());
521  }
522 
530  [[nodiscard]] const_reverse_iterator rbegin() const noexcept { return crbegin(); }
531 
540  [[nodiscard]] reverse_iterator rend() noexcept { return reverse_iterator(begin()); }
541 
551  [[nodiscard]] const_reverse_iterator crend() const noexcept
552  {
553  return const_reverse_iterator(begin());
554  }
555 
564  [[nodiscard]] const_reverse_iterator rend() const noexcept { return crend(); }
565 
569  [[nodiscard]] size_type size() const noexcept { return bytes_to_elements(_storage.size()); }
570 
574  [[nodiscard]] std::int64_t ssize() const noexcept
575  {
576  assert(size() < static_cast<size_type>(std::numeric_limits<int64_t>::max()) &&
577  "Size overflows signed integer");
578  return static_cast<int64_t>(size());
579  }
580 
584  [[nodiscard]] bool is_empty() const noexcept { return size() == 0; }
585 
589  [[nodiscard]] operator cuda::std::span<T const>() const noexcept
590  {
591  return cuda::std::span<T const>(data(), size());
592  }
593 
597  [[nodiscard]] operator cuda::std::span<T>() noexcept
598  {
599  return cuda::std::span<T>(data(), size());
600  }
601 
606  [[nodiscard]] rmm::device_async_resource_ref memory_resource() noexcept
607  {
608  return _storage.memory_resource();
609  }
610 
614  [[nodiscard]] cuda_stream_view stream() const noexcept { return _storage.stream(); }
615 
627  void set_stream(cuda_stream_view stream) noexcept { _storage.set_stream(stream); }
628 
629  private:
630  device_buffer _storage{};
631 
632  [[nodiscard]] size_type constexpr elements_to_bytes(size_type num_elements) const noexcept
633  {
634  return num_elements * sizeof(value_type);
635  }
636 
637  [[nodiscard]] size_type constexpr bytes_to_elements(size_type num_bytes) const noexcept
638  {
639  return num_bytes / sizeof(value_type);
640  }
641 };
642  // end of group
644 } // 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:71
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:540
const_iterator cend() const noexcept
Returns a const_iterator to the element following the last element of the vector.
Definition: device_uvector.hpp:490
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:551
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:584
size_type size() const noexcept
The number of elements in the vector.
Definition: device_uvector.hpp:569
const_pointer data() const noexcept
Returns const pointer to underlying device storage.
Definition: device_uvector.hpp:440
void resize(size_type new_size, cuda_stream_view stream)
Resizes the vector to contain new_size elements.
Definition: device_uvector.hpp:390
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:296
reverse_iterator rbegin() noexcept
Returns a reverse_iterator to the last element.
Definition: device_uvector.hpp:509
pointer data() noexcept
Returns pointer to underlying device storage.
Definition: device_uvector.hpp:430
void shrink_to_fit(cuda_stream_view stream)
Forces deallocation of unused device memory.
Definition: device_uvector.hpp:402
iterator end() noexcept
Returns an iterator to the element following the last element of the vector.
Definition: device_uvector.hpp:480
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:518
size_type capacity() const noexcept
Returns the number of elements that can be held in currently allocated storage.
Definition: device_uvector.hpp:417
std::int64_t ssize() const noexcept
The signed number of elements in the vector.
Definition: device_uvector.hpp:574
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:461
value_type back_element(cuda_stream_view stream) const
Returns the last element.
Definition: device_uvector.hpp:352
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:409
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:259
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:369
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:564
const_iterator end() const noexcept
Returns an iterator to the element following the last element of the vector.
Definition: device_uvector.hpp:500
pointer element_ptr(size_type element_index) noexcept
Returns pointer to the specified element.
Definition: device_uvector.hpp:155
value_type front_element(cuda_stream_view stream) const
Returns the first element.
Definition: device_uvector.hpp:336
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:140
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:530
value_type element(size_type element_index, cuda_stream_view stream) const
Returns the specified element from device memory.
Definition: device_uvector.hpp:314
const_pointer element_ptr(size_type element_index) const noexcept
Returns pointer to the specified element.
Definition: device_uvector.hpp:169
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:470
iterator begin() noexcept
Returns an iterator to the first element.
Definition: device_uvector.hpp:452
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:406
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.