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device_scalar.hpp
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1/*
2 * SPDX-FileCopyrightText: Copyright (c) 2019-2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
3 * SPDX-License-Identifier: Apache-2.0
4 */
5
6#pragma once
7
8#include <rmm/detail/export.hpp>
11#include <rmm/resource_ref.hpp>
12
13#include <cuda/stream>
14
15#include <type_traits>
16
17RMM_NAMESPACE_BEGIN
23
31template <typename T>
33 public:
34 static_assert(std::is_trivially_copyable_v<T>, "Scalar type must be trivially copyable");
35
40 using pointer =
44
45 RMM_EXEC_CHECK_DISABLE
46 ~device_scalar() = default;
47
48 RMM_EXEC_CHECK_DISABLE
49 device_scalar(device_scalar&&) noexcept = default;
50
56 device_scalar& operator=(device_scalar&&) noexcept = default;
57
61 device_scalar(device_scalar const&) = delete;
62
66 device_scalar& operator=(device_scalar const&) = delete;
67
71 device_scalar() = delete;
72
87 explicit device_scalar(
88 cuda::stream_ref stream,
89 cuda::mr::any_resource<cuda::mr::device_accessible> mr = mr::get_current_device_resource_ref())
90 : _storage{1, stream, std::move(mr)}
91 {
92 }
93
113 value_type const& initial_value,
114 cuda::stream_ref stream,
115 cuda::mr::any_resource<cuda::mr::device_accessible> mr = mr::get_current_device_resource_ref())
116 : _storage{1, stream, std::move(mr)}
117 {
118 set_value_async(initial_value, stream);
119 }
120
121 // Disallow passing literals to the constructor to avoid race conditions where the
122 // memory holding the literal can be freed before the async memcpy / memset executes.
123 device_scalar(value_type const&&,
124 cuda::stream_ref stream,
125 cuda::mr::any_resource<cuda::mr::device_accessible> mr =
140 device_scalar const& other,
141 cuda::stream_ref stream,
142 cuda::mr::any_resource<cuda::mr::device_accessible> mr = mr::get_current_device_resource_ref())
143 : _storage{other._storage, stream, std::move(mr)}
144 {
145 }
146
163 [[nodiscard]] value_type value(cuda::stream_ref stream) const
164 {
165 return _storage.front_element(stream);
166 }
167
201 void set_value_async(value_type const& value, cuda::stream_ref stream)
202 {
203 _storage.set_element_async(0, value, stream);
204 }
205
206 // Disallow passing literals to set_value to avoid race conditions where the memory holding the
207 // literal can be freed before the async memcpy / memset executes.
208 void set_value_async(value_type const&&, cuda::stream_ref) = delete;
209
224 void set_value_to_zero_async(cuda::stream_ref stream)
225 {
226 _storage.set_element_to_zero_async(size_type{0}, stream);
227 }
228
239 [[nodiscard]] pointer data() noexcept { return static_cast<pointer>(_storage.data()); }
240
251 [[nodiscard]] const_pointer data() const noexcept
252 {
253 return static_cast<const_pointer>(_storage.data());
254 }
255
259 [[nodiscard]] constexpr size_type size() const noexcept { return 1; }
260
264 [[nodiscard]] cuda::stream_ref stream() const noexcept { return _storage.stream(); }
265
271 void set_stream(cuda::stream_ref stream) noexcept { _storage.set_stream(stream); }
272
273 private:
274 rmm::device_uvector<T> _storage;
275};
276
277static_assert(std::is_constructible_v<device_scalar<int>, int const&, cuda::stream_ref>);
278static_assert(std::is_constructible_v<device_scalar<int>,
279 int const&,
280 cuda::stream_ref,
281 cuda::mr::any_resource<cuda::mr::device_accessible>>);
282static_assert(!std::is_constructible_v<device_scalar<int>, int, cuda::stream_ref>);
283static_assert(!std::is_constructible_v<device_scalar<int>, int const, cuda::stream_ref>);
284static_assert(!std::is_constructible_v<device_scalar<int>,
285 int,
286 cuda::stream_ref,
287 cuda::mr::any_resource<cuda::mr::device_accessible>>);
288static_assert(!std::is_constructible_v<device_scalar<int>,
289 int const,
290 cuda::stream_ref,
291 cuda::mr::any_resource<cuda::mr::device_accessible>>);
292static_assert([]<typename Scalar>(Scalar*) {
293 return requires(Scalar& scalar, int value, cuda::stream_ref stream) {
294 scalar.set_value_async(value, stream);
295 } && requires(Scalar& scalar, int const value, cuda::stream_ref stream) {
296 scalar.set_value_async(value, stream);
297 } && !requires(Scalar& scalar, int value, cuda::stream_ref stream) {
298 scalar.set_value_async(std::move(value), stream);
299 } && !requires(Scalar& scalar, int const value, cuda::stream_ref stream) {
300 scalar.set_value_async(std::move(value), stream);
301 };
302}(static_cast<device_scalar<int>*>(nullptr)));
303 // end of group
305RMM_NAMESPACE_END
Container for a single object of type T in device memory.
Definition device_scalar.hpp:32
typename device_uvector< T >::value_type value_type
T, the type of the scalar element.
Definition device_scalar.hpp:36
cuda::stream_ref stream() const noexcept
Stream associated with the device memory allocation.
Definition device_scalar.hpp:264
void set_value_to_zero_async(cuda::stream_ref stream)
Sets the value of the device_scalar to zero on the specified stream.
Definition device_scalar.hpp:224
constexpr size_type size() const noexcept
The size of the scalar: always 1.
Definition device_scalar.hpp:259
device_scalar(value_type const &initial_value, cuda::stream_ref stream, cuda::mr::any_resource< cuda::mr::device_accessible > mr=mr::get_current_device_resource_ref())
Construct a new device_scalar with an initial value.
Definition device_scalar.hpp:112
void set_value_async(value_type const &value, cuda::stream_ref stream)
Sets the value of the device_scalar to the value of v.
Definition device_scalar.hpp:201
const_pointer data() const noexcept
Returns const pointer to object in device memory.
Definition device_scalar.hpp:251
typename device_uvector< T >::const_reference const_reference
const value_type&
Definition device_scalar.hpp:39
typename device_uvector< T >::size_type size_type
The type used for the size.
Definition device_scalar.hpp:37
device_scalar(device_scalar &&) noexcept=default
Default move constructor.
typename device_uvector< T >::const_pointer const_pointer
Definition device_scalar.hpp:42
value_type value(cuda::stream_ref stream) const
Copies the value from device to host, synchronizes, and returns the value.
Definition device_scalar.hpp:163
pointer data() noexcept
Returns pointer to object in device memory.
Definition device_scalar.hpp:239
device_scalar(device_scalar const &other, cuda::stream_ref stream, cuda::mr::any_resource< cuda::mr::device_accessible > mr=mr::get_current_device_resource_ref())
Construct a new device_scalar by deep copying the contents of another device_scalar,...
Definition device_scalar.hpp:139
typename device_uvector< T >::pointer pointer
The type of the pointer returned by data().
Definition device_scalar.hpp:40
void set_stream(cuda::stream_ref stream) noexcept
Sets the stream to be used for deallocation.
Definition device_scalar.hpp:271
typename device_uvector< T >::reference reference
value_type&
Definition device_scalar.hpp:38
An uninitialized vector of elements in device memory.
Definition device_uvector.hpp:70
value_type * pointer
The type of the pointer returned by data().
Definition device_uvector.hpp:80
std::size_t size_type
The type used for the size of the vector.
Definition device_uvector.hpp:76
value_type const & const_reference
Constant reference type returned by operator[](size_type) const.
Definition device_uvector.hpp:78
T value_type
Stored value type.
Definition device_uvector.hpp:75
value_type & reference
Reference type returned by operator[](size_type).
Definition device_uvector.hpp:77
value_type const * const_pointer
The type of the pointer returned by data() const.
Definition device_uvector.hpp:81
device_async_resource_ref get_current_device_resource_ref()
Get the device_async_resource_ref for the current device.
Definition per_device_resource.hpp:187
Memory Resource classes and adaptors.
Management of per-device memory resources.