/* * Copyright 2018 NVIDIA Corporation * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ /*! \file * \brief A caching and pooling memory resource adaptor which uses separate upstream resources for memory allocation * and bookkeeping. */ #pragma once #include #if defined(_CCCL_IMPLICIT_SYSTEM_HEADER_GCC) # pragma GCC system_header #elif defined(_CCCL_IMPLICIT_SYSTEM_HEADER_CLANG) # pragma clang system_header #elif defined(_CCCL_IMPLICIT_SYSTEM_HEADER_MSVC) # pragma system_header #endif // no system header #include #include #include #include #include #include #include #include #include THRUST_NAMESPACE_BEGIN namespace mr { /** \addtogroup memory_resources Memory Resources * \ingroup memory_management * \{ */ /*! A memory resource adaptor allowing for pooling and caching allocations from \p Upstream, using \p Bookkeeper for * management of that cached and pooled memory, allowing to cache portions of memory inaccessible from the host. * * On a typical memory resource, calls to \p allocate and \p deallocate actually allocate and deallocate memory. Pooling * memory resources only allocate and deallocate memory from an external resource (the upstream memory resource) when * there's no suitable memory currently cached; otherwise, they use memory they have acquired beforehand, to make * memory allocation faster and more efficient. * * The disjoint version of the pool resources uses a separate upstream memory resource, \p Bookkeeper, to allocate memory * necessary to manage the cached memory. There may be many reasons to do that; the canonical one is that \p Upstream * allocates memory that is inaccessible to the code of the pool resource, which means that it cannot embed the necessary * information in memory obtained from \p Upstream; for instance, \p Upstream can be a CUDA non-managed memory * resource, or a CUDA managed memory resource whose memory we would prefer to not migrate back and forth between * host and device when executing bookkeeping code. * * This is not the only case where it makes sense to use a disjoint pool resource, though. In a multi-core environment * it may be beneficial to avoid stealing cache lines from other cores by writing over bookkeeping information * embedded in an allocated block of memory. In such a case, one can imagine wanting to use a disjoint pool where * both the upstream and the bookkeeper are of the same type, to allocate memory consistently, but separately for * those two purposes. * * \tparam Upstream the type of memory resources that will be used for allocating memory blocks to be handed off to the user * \tparam Bookkeeper the type of memory resources that will be used for allocating bookkeeping memory */ template class disjoint_unsynchronized_pool_resource final : public memory_resource, private validator2 { public: /*! Get the default options for a disjoint pool. These are meant to be a sensible set of values for many use cases, * and as such, may be tuned in the future. This function is exposed so that creating a set of options that are * just a slight departure from the defaults is easy. */ static pool_options get_default_options() { pool_options ret; ret.min_blocks_per_chunk = 16; ret.min_bytes_per_chunk = 1024; ret.max_blocks_per_chunk = static_cast(1) << 20; ret.max_bytes_per_chunk = static_cast(1) << 30; ret.smallest_block_size = THRUST_MR_DEFAULT_ALIGNMENT; ret.largest_block_size = static_cast(1) << 20; ret.alignment = THRUST_MR_DEFAULT_ALIGNMENT; ret.cache_oversized = true; ret.cached_size_cutoff_factor = 16; ret.cached_alignment_cutoff_factor = 16; return ret; } /*! Constructor. * * \param upstream the upstream memory resource for allocations * \param bookkeeper the upstream memory resource for bookkeeping * \param options pool options to use */ disjoint_unsynchronized_pool_resource(Upstream * upstream, Bookkeeper * bookkeeper, pool_options options = get_default_options()) : m_upstream(upstream), m_bookkeeper(bookkeeper), m_options(options), m_smallest_block_log2(detail::log2_ri(m_options.smallest_block_size)), m_pools(m_bookkeeper), m_allocated(m_bookkeeper), m_cached_oversized(m_bookkeeper), m_oversized(m_bookkeeper) { assert(m_options.validate()); pointer_vector free(m_bookkeeper); pool p(free); m_pools.resize(detail::log2_ri(m_options.largest_block_size) - m_smallest_block_log2 + 1, p); } // TODO: C++11: use delegating constructors /*! Constructor. Upstream and bookkeeping resources are obtained by calling \p get_global_resource for their types. * * \param options pool options to use */ disjoint_unsynchronized_pool_resource(pool_options options = get_default_options()) : m_upstream(get_global_resource()), m_bookkeeper(get_global_resource()), m_options(options), m_smallest_block_log2(detail::log2_ri(m_options.smallest_block_size)), m_pools(m_bookkeeper), m_allocated(m_bookkeeper), m_cached_oversized(m_bookkeeper), m_oversized(m_bookkeeper) { assert(m_options.validate()); pointer_vector free(m_bookkeeper); pool p(free); m_pools.resize(detail::log2_ri(m_options.largest_block_size) - m_smallest_block_log2 + 1, p); } /*! Destructor. Releases all held memory to upstream. */ ~disjoint_unsynchronized_pool_resource() { release(); } private: typedef typename Upstream::pointer void_ptr; typedef typename thrust::detail::pointer_traits::template rebind::other char_ptr; struct chunk_descriptor { std::size_t size; void_ptr pointer; }; typedef thrust::host_vector< chunk_descriptor, allocator > chunk_vector; struct oversized_block_descriptor { std::size_t size; std::size_t alignment; void_ptr pointer; __host__ __device__ bool operator==(const oversized_block_descriptor & other) const { return size == other.size && alignment == other.alignment && pointer == other.pointer; } __host__ __device__ bool operator<(const oversized_block_descriptor & other) const { return size < other.size || (size == other.size && alignment < other.alignment); } }; struct equal_pointers { public: __host__ __device__ equal_pointers(void_ptr p) : p(p) { } __host__ __device__ bool operator()(const oversized_block_descriptor & desc) const { return desc.pointer == p; } private: void_ptr p; }; struct matching_alignment { public: __host__ __device__ matching_alignment(std::size_t requested) : requested(requested) { } __host__ __device__ bool operator()(const oversized_block_descriptor & desc) const { return desc.alignment >= requested; } private: std::size_t requested; }; typedef thrust::host_vector< oversized_block_descriptor, allocator > oversized_block_vector; typedef thrust::host_vector< void_ptr, allocator > pointer_vector; struct pool { __host__ pool(const pointer_vector & free) : free_blocks(free), previous_allocated_count(0) { } __host__ pool(const pool & other) : free_blocks(other.free_blocks), previous_allocated_count(other.previous_allocated_count) { } #if THRUST_CPP_DIALECT >= 2011 pool & operator=(const pool &) = default; #endif __host__ ~pool() {} pointer_vector free_blocks; std::size_t previous_allocated_count; }; typedef thrust::host_vector< pool, allocator > pool_vector; Upstream * m_upstream; Bookkeeper * m_bookkeeper; pool_options m_options; std::size_t m_smallest_block_log2; // buckets containing free lists for each pooled size pool_vector m_pools; // list of all allocations from upstream for the above chunk_vector m_allocated; // list of all cached oversized/overaligned blocks that have been returned to the pool to cache oversized_block_vector m_cached_oversized; // list of all oversized/overaligned allocations from upstream oversized_block_vector m_oversized; public: /*! Releases all held memory to upstream. */ void release() { // reset the buckets for (std::size_t i = 0; i < m_pools.size(); ++i) { m_pools[i].free_blocks.clear(); m_pools[i].previous_allocated_count = 0; } // deallocate memory allocated for the buckets for (std::size_t i = 0; i < m_allocated.size(); ++i) { m_upstream->do_deallocate( m_allocated[i].pointer, m_allocated[i].size, m_options.alignment); } // deallocate cached oversized/overaligned memory for (std::size_t i = 0; i < m_oversized.size(); ++i) { m_upstream->do_deallocate( m_oversized[i].pointer, m_oversized[i].size, m_oversized[i].alignment); } m_allocated.clear(); m_oversized.clear(); m_cached_oversized.clear(); } THRUST_NODISCARD virtual void_ptr do_allocate(std::size_t bytes, std::size_t alignment = THRUST_MR_DEFAULT_ALIGNMENT) override { bytes = (std::max)(bytes, m_options.smallest_block_size); assert(detail::is_power_of_2(alignment)); // an oversized and/or overaligned allocation requested; needs to be allocated separately if (bytes > m_options.largest_block_size || alignment > m_options.alignment) { oversized_block_descriptor oversized; oversized.size = bytes; oversized.alignment = alignment; if (m_options.cache_oversized && !m_cached_oversized.empty()) { typename oversized_block_vector::iterator it = thrust::lower_bound( thrust::seq, m_cached_oversized.begin(), m_cached_oversized.end(), oversized); // if the size is bigger than the requested size by a factor // bigger than or equal to the specified cutoff for size, // allocate a new block if (it != m_cached_oversized.end()) { std::size_t size_factor = (*it).size / bytes; if (size_factor >= m_options.cached_size_cutoff_factor) { it = m_cached_oversized.end(); } } if (it != m_cached_oversized.end() && (*it).alignment < alignment) { it = find_if(it + 1, m_cached_oversized.end(), matching_alignment(alignment)); } // if the alignment is bigger than the requested one by a factor // bigger than or equal to the specified cutoff for alignment, // allocate a new block if (it != m_cached_oversized.end()) { std::size_t alignment_factor = (*it).alignment / alignment; if (alignment_factor >= m_options.cached_alignment_cutoff_factor) { it = m_cached_oversized.end(); } } if (it != m_cached_oversized.end()) { oversized.pointer = (*it).pointer; m_cached_oversized.erase(it); return oversized.pointer; } } // no fitting cached block found; allocate a new one that's just up to the specs oversized.pointer = m_upstream->do_allocate(bytes, alignment); m_oversized.push_back(oversized); return oversized.pointer; } // the request is NOT for oversized and/or overaligned memory // allocate a block from an appropriate bucket std::size_t bytes_log2 = thrust::detail::log2_ri(bytes); std::size_t bucket_idx = bytes_log2 - m_smallest_block_log2; pool & bucket = m_pools[bucket_idx]; // if the free list of the bucket has no elements, allocate a new chunk // and split it into blocks pushed to the free list if (bucket.free_blocks.empty()) { std::size_t bucket_size = static_cast(1) << bytes_log2; std::size_t n = bucket.previous_allocated_count; if (n == 0) { n = m_options.min_blocks_per_chunk; if (n < (m_options.min_bytes_per_chunk >> bytes_log2)) { n = m_options.min_bytes_per_chunk >> bytes_log2; } } else { n = n * 3 / 2; if (n > (m_options.max_bytes_per_chunk >> bytes_log2)) { n = m_options.max_bytes_per_chunk >> bytes_log2; } if (n > m_options.max_blocks_per_chunk) { n = m_options.max_blocks_per_chunk; } } bytes = n << bytes_log2; assert(n >= m_options.min_blocks_per_chunk); assert(n <= m_options.max_blocks_per_chunk); assert(bytes >= m_options.min_bytes_per_chunk); assert(bytes <= m_options.max_bytes_per_chunk); chunk_descriptor allocated; allocated.size = bytes; allocated.pointer = m_upstream->do_allocate(bytes, m_options.alignment); m_allocated.push_back(allocated); bucket.previous_allocated_count = n; for (std::size_t i = 0; i < n; ++i) { bucket.free_blocks.push_back( static_cast( static_cast(allocated.pointer) + i * bucket_size ) ); } } // allocate a block from the front of the bucket's free list void_ptr ret = bucket.free_blocks.back(); bucket.free_blocks.pop_back(); return ret; } virtual void do_deallocate(void_ptr p, std::size_t n, std::size_t alignment = THRUST_MR_DEFAULT_ALIGNMENT) override { n = (std::max)(n, m_options.smallest_block_size); assert(detail::is_power_of_2(alignment)); // verify that the pointer is at least as aligned as claimed assert(reinterpret_cast(detail::pointer_traits::get(p)) % alignment == 0); // the deallocated block is oversized and/or overaligned if (n > m_options.largest_block_size || alignment > m_options.alignment) { typename oversized_block_vector::iterator it = find_if(m_oversized.begin(), m_oversized.end(), equal_pointers(p)); assert(it != m_oversized.end()); oversized_block_descriptor oversized = *it; if (m_options.cache_oversized) { typename oversized_block_vector::iterator position = lower_bound(m_cached_oversized.begin(), m_cached_oversized.end(), oversized); m_cached_oversized.insert(position, oversized); return; } m_oversized.erase(it); m_upstream->do_deallocate(p, oversized.size, oversized.alignment); return; } // push the block to the front of the appropriate bucket's free list std::size_t n_log2 = thrust::detail::log2_ri(n); std::size_t bucket_idx = n_log2 - m_smallest_block_log2; pool & bucket = m_pools[bucket_idx]; bucket.free_blocks.push_back(p); } }; /*! \} // memory_resource */ } // end mr THRUST_NAMESPACE_END