9 #include <rmm/detail/error.hpp>
10 #include <rmm/detail/export.hpp>
11 #include <rmm/detail/logging_assert.hpp>
12 #include <rmm/mr/detail/fixed_size_free_list.hpp>
13 #include <rmm/mr/detail/stream_ordered_memory_resource.hpp>
16 #include <cuda/iterator>
17 #include <cuda_runtime_api.h>
24 namespace RMM_NAMESPACE {
37 template <
typename Upstream>
39 :
public detail::stream_ordered_memory_resource<fixed_size_memory_resource<Upstream>,
40 detail::fixed_size_free_list> {
43 detail::fixed_size_free_list>;
45 static constexpr std::size_t default_block_size = 1 << 20;
49 static constexpr std::size_t default_blocks_to_preallocate = 128;
62 explicit fixed_size_memory_resource(
63 device_async_resource_ref upstream_mr,
65 std::size_t block_size = default_block_size,
66 std::size_t blocks_to_preallocate = default_blocks_to_preallocate)
67 : upstream_mr_{upstream_mr},
68 block_size_{align_up(block_size, CUDA_ALLOCATION_ALIGNMENT)},
69 upstream_chunk_size_{block_size_ * blocks_to_preallocate}
72 this->insert_blocks(std::move(blocks_from_upstream(cuda_stream_legacy)), cuda_stream_legacy);
86 explicit fixed_size_memory_resource(
87 Upstream* upstream_mr,
89 std::size_t block_size = default_block_size,
90 std::size_t blocks_to_preallocate = default_blocks_to_preallocate)
91 : upstream_mr_{to_device_async_resource_ref_checked(upstream_mr)},
92 block_size_{align_up(block_size, CUDA_ALLOCATION_ALIGNMENT)},
93 upstream_chunk_size_{block_size_ * blocks_to_preallocate}
96 this->insert_blocks(std::move(blocks_from_upstream(cuda_stream_legacy)), cuda_stream_legacy);
124 [[nodiscard]] std::size_t
get_block_size() const noexcept {
return block_size_; }
129 using typename detail::stream_ordered_memory_resource<fixed_size_memory_resource<Upstream>,
130 detail::fixed_size_free_list>::split_block;
154 blocks.insert(std::move(blocks_from_upstream(stream)));
155 return blocks.get_block(size);
166 void* ptr = get_upstream_resource().allocate(stream, upstream_chunk_size_);
168 upstream_blocks_.push_back(block);
170 auto num_blocks = upstream_chunk_size_ / block_size_;
172 auto block_gen = [ptr,
this](
int index) {
174 return block_type{
static_cast<char*
>(ptr) + index * block_size_};
177 cuda::make_transform_iterator(cuda::make_counting_iterator(std::size_t{0}), block_gen);
178 return free_list(first, first + num_blocks);
220 for (
auto block : upstream_blocks_) {
221 get_upstream_resource().deallocate_sync(block.pointer(), upstream_chunk_size_);
223 upstream_blocks_.clear();
226 #ifdef RMM_DEBUG_PRINT
229 lock_guard lock(this->get_mutex());
232 std::cout <<
"GPU free memory: " << free <<
" total: " << total <<
"\n";
234 std::cout <<
"upstream_blocks: " << upstream_blocks_.size() <<
"\n";
235 std::size_t upstream_total{0};
237 for (
auto blocks : upstream_blocks_) {
239 upstream_total += upstream_chunk_size_;
241 std::cout <<
"total upstream: " << upstream_total <<
" B\n";
243 this->print_free_blocks();
257 return blocks.is_empty() ? std::make_pair(std::size_t{0}, std::size_t{0})
258 : std::make_pair(block_size_, blocks.size() * block_size_);
264 std::size_t block_size_;
265 std::size_t upstream_chunk_size_;
268 std::vector<block_type> upstream_blocks_;
Strongly-typed non-owning wrapper for CUDA streams with default constructor.
Definition: cuda_stream_view.hpp:28
A device_memory_resource which allocates memory blocks of a single fixed size.
Definition: fixed_size_memory_resource.hpp:40
std::pair< std::size_t, std::size_t > free_list_summary(free_list const &blocks)
Get the largest available block size and total free size in the specified free list.
Definition: fixed_size_memory_resource.hpp:255
detail::fixed_size_free_list free_list
The free list type.
Definition: fixed_size_memory_resource.hpp:127
std::size_t get_block_size() const noexcept
Get the size of blocks allocated by this memory resource.
Definition: fixed_size_memory_resource.hpp:124
std::size_t get_maximum_allocation_size() const
Get the (fixed) size of allocations supported by this memory resource.
Definition: fixed_size_memory_resource.hpp:139
free_list::block_type block_type
The type of block managed by the free list.
Definition: fixed_size_memory_resource.hpp:128
device_async_resource_ref get_upstream_resource() const noexcept
device_async_resource_ref to the upstream resource
Definition: fixed_size_memory_resource.hpp:114
block_type expand_pool(std::size_t size, free_list &blocks, cuda_stream_view stream)
Allocate a block from upstream to supply the suballocation pool.
Definition: fixed_size_memory_resource.hpp:152
free_list blocks_from_upstream(cuda_stream_view stream)
Allocate blocks from upstream to expand the suballocation pool.
Definition: fixed_size_memory_resource.hpp:164
std::lock_guard< std::mutex > lock_guard
Type of lock used to synchronize access.
Definition: fixed_size_memory_resource.hpp:131
block_type free_block(void *ptr, [[maybe_unused]] std::size_t size) noexcept
Finds, frees and returns the block associated with pointer.
Definition: fixed_size_memory_resource.hpp:204
void release()
free all memory allocated using the upstream resource.
Definition: fixed_size_memory_resource.hpp:216
split_block allocate_from_block(block_type const &block, [[maybe_unused]] std::size_t size)
Splits block if necessary to return a pointer to memory of size bytes.
Definition: fixed_size_memory_resource.hpp:191
std::pair< std::size_t, std::size_t > available_device_memory()
Returns the available and total device memory in bytes for the current device.
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:25
std::size_t align_up(std::size_t value, std::size_t alignment) noexcept
Align up to nearest multiple of specified power of 2.