aligned_resource_adaptor.hpp
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1 /*
2  * SPDX-FileCopyrightText: Copyright (c) 2021-2025, NVIDIA CORPORATION.
3  * SPDX-License-Identifier: Apache-2.0
4  */
5 #pragma once
6 
7 #include <rmm/aligned.hpp>
9 #include <rmm/detail/error.hpp>
10 #include <rmm/detail/export.hpp>
13 #include <rmm/resource_ref.hpp>
14 
15 #include <algorithm>
16 #include <cstddef>
17 #include <mutex>
18 #include <unordered_map>
19 
20 namespace RMM_NAMESPACE {
21 namespace mr {
50 template <typename Upstream>
52  public:
65  std::size_t alignment = rmm::CUDA_ALLOCATION_ALIGNMENT,
66  std::size_t alignment_threshold = default_alignment_threshold)
67  : upstream_{upstream},
68  alignment_{std::max(alignment, rmm::CUDA_ALLOCATION_ALIGNMENT)},
69  alignment_threshold_{alignment_threshold}
70  {
71  RMM_EXPECTS(rmm::is_supported_alignment(alignment),
72  "Allocation alignment is not a power of 2.");
73  }
74 
87  explicit aligned_resource_adaptor(Upstream* upstream,
88  std::size_t alignment = rmm::CUDA_ALLOCATION_ALIGNMENT,
89  std::size_t alignment_threshold = default_alignment_threshold)
90  : upstream_{to_device_async_resource_ref_checked(upstream)},
91  alignment_{std::max(alignment, rmm::CUDA_ALLOCATION_ALIGNMENT)},
92  alignment_threshold_{alignment_threshold}
93  {
94  RMM_EXPECTS(rmm::is_supported_alignment(alignment),
95  "Allocation alignment is not a power of 2.");
96  }
97 
98  aligned_resource_adaptor() = delete;
99  ~aligned_resource_adaptor() override = default;
102  aligned_resource_adaptor& operator=(aligned_resource_adaptor const&) = delete;
103  aligned_resource_adaptor& operator=(aligned_resource_adaptor&&) = delete;
104 
109  {
110  return upstream_;
111  }
112 
116  static constexpr std::size_t default_alignment_threshold = 0;
117 
118  private:
119  using lock_guard = std::lock_guard<std::mutex>;
120 
132  void* do_allocate(std::size_t bytes, cuda_stream_view stream) override
133  {
134  if (alignment_ == rmm::CUDA_ALLOCATION_ALIGNMENT || bytes < alignment_threshold_) {
135  return get_upstream_resource().allocate(stream, bytes, 1);
136  }
137  auto const size = upstream_allocation_size(bytes);
138  void* pointer = get_upstream_resource().allocate(stream, size, 1);
139  // NOLINTNEXTLINE(cppcoreguidelines-pro-type-reinterpret-cast)
140  auto const address = reinterpret_cast<std::size_t>(pointer);
141  auto const aligned_address = rmm::align_up(address, alignment_);
142  // NOLINTNEXTLINE(cppcoreguidelines-pro-type-reinterpret-cast,performance-no-int-to-ptr)
143  void* aligned_pointer = reinterpret_cast<void*>(aligned_address);
144  if (pointer != aligned_pointer) {
145  lock_guard lock(mtx_);
146  pointers_.emplace(aligned_pointer, pointer);
147  }
148  return aligned_pointer;
149  }
150 
158  void do_deallocate(void* ptr, std::size_t bytes, cuda_stream_view stream) noexcept override
159  {
160  if (alignment_ == rmm::CUDA_ALLOCATION_ALIGNMENT || bytes < alignment_threshold_) {
161  get_upstream_resource().deallocate(stream, ptr, bytes, 1);
162  } else {
163  {
164  lock_guard lock(mtx_);
165  auto const iter = pointers_.find(ptr);
166  if (iter != pointers_.end()) {
167  ptr = iter->second;
168  pointers_.erase(iter);
169  }
170  }
171  get_upstream_resource().deallocate(stream, ptr, upstream_allocation_size(bytes), 1);
172  }
173  }
174 
182  [[nodiscard]] bool do_is_equal(device_memory_resource const& other) const noexcept override
183  {
184  if (this == &other) { return true; }
185  auto cast = dynamic_cast<aligned_resource_adaptor<Upstream> const*>(&other);
186  if (cast == nullptr) { return false; }
187  return get_upstream_resource() == cast->get_upstream_resource() &&
188  alignment_ == cast->alignment_ && alignment_threshold_ == cast->alignment_threshold_;
189  }
190 
210  std::size_t upstream_allocation_size(std::size_t bytes) const
211  {
212  auto const aligned_size = rmm::align_up(bytes, alignment_);
213  // aligned_size: bytes of properly aligned space needed
214  // (alignment_ - rmm::CUDA_ALLOCATION_ALIGNMENT): maximum "waste" due to pointer misalignment
215  return aligned_size + (alignment_ - rmm::CUDA_ALLOCATION_ALIGNMENT);
216  }
217 
219  device_async_resource_ref upstream_;
220  std::unordered_map<void*, void*> pointers_;
221  std::size_t alignment_;
222  std::size_t alignment_threshold_;
223  mutable std::mutex mtx_;
224 };
225  // end of group
227 } // namespace mr
228 } // namespace RMM_NAMESPACE
Strongly-typed non-owning wrapper for CUDA streams with default constructor.
Definition: cuda_stream_view.hpp:28
Resource that adapts Upstream memory resource to allocate memory in a specified alignment size.
Definition: aligned_resource_adaptor.hpp:51
aligned_resource_adaptor(device_async_resource_ref upstream, std::size_t alignment=rmm::CUDA_ALLOCATION_ALIGNMENT, std::size_t alignment_threshold=default_alignment_threshold)
Construct an aligned resource adaptor using upstream to satisfy allocation requests.
Definition: aligned_resource_adaptor.hpp:64
aligned_resource_adaptor(Upstream *upstream, std::size_t alignment=rmm::CUDA_ALLOCATION_ALIGNMENT, std::size_t alignment_threshold=default_alignment_threshold)
Construct an aligned resource adaptor using upstream to satisfy allocation requests.
Definition: aligned_resource_adaptor.hpp:87
rmm::device_async_resource_ref get_upstream_resource() const noexcept
rmm::device_async_resource_ref to the upstream resource
Definition: aligned_resource_adaptor.hpp:108
Base class for all librmm device memory allocation.
Definition: device_memory_resource.hpp:83
device_async_resource_ref to_device_async_resource_ref_checked(Resource *res)
Convert pointer to memory resource into device_async_resource_ref, checking for nullptr
Definition: resource_ref.hpp:72
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
static constexpr std::size_t CUDA_ALLOCATION_ALIGNMENT
Default alignment used for CUDA memory allocation.
Definition: aligned.hpp:31
bool is_supported_alignment(std::size_t alignment) noexcept
Returns whether or not alignment is a valid memory alignment.
std::size_t align_up(std::size_t value, std::size_t alignment) noexcept
Align up to nearest multiple of specified power of 2.
Management of per-device device_memory_resources.