graphengine/ge/graph/manager/graph_caching_allocator.h

/**
 * Copyright 2019-2020 Huawei Technologies Co., Ltd
 *
 * 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.
 */

#ifndef GE_GRAPH_MANAGER_GRAPH_CACHING_ALLOCATOR_H_
#define GE_GRAPH_MANAGER_GRAPH_CACHING_ALLOCATOR_H_

#include <iostream>
#include <map>
#include <memory>
#include <mutex>
#include <string>
#include <vector>
#include <set>
#include <unordered_map>
#include <unordered_set>

#include "framework/common/debug/ge_log.h"
#include "framework/common/ge_inner_error_codes.h"
#include "graph/node.h"
#include "graph/manager/block_memory.h"
#include "runtime/mem.h"

namespace ge {
constexpr size_t kRoundBlockSize = 512;         // all block sizes are rounded to at least 512 bytes
constexpr size_t kBinSizeUnit4 = 4;
constexpr size_t kBinSizeUnit8 = 8;
constexpr size_t kBinSizeUnit32 = 32;
constexpr size_t kBinSizeUnit128 = 128;
constexpr size_t kBinSizeUnit256 = 256;
constexpr size_t kBinSizeUnit512 = 512;

constexpr double kSplitThreshold = 0.5;         // split when malloc size <= small block size * kSpliThreshold
constexpr size_t kKByteSize = 1024;
constexpr size_t kMByteSize = 1048576;   // 1024 * 1024
constexpr size_t kGByteSize = 1073741824;   // 1024 * 1024 * 1024

static const uint32_t kNumBins = 7;

class MemoryAllocator;

class CachingAllocator {
 public:
  explicit CachingAllocator(rtMemType_t memory_type);

  CachingAllocator(const CachingAllocator &) = delete;

  CachingAllocator &operator=(const CachingAllocator &) = delete;

  virtual ~CachingAllocator() = default;

  ///
  /// @ingroup ge_graph
  /// @brief caching allocator init
  /// @param [in] device id
  /// @return Status of init
  ///
  Status Initialize(uint32_t device_id = 0);

  ///
  /// @ingroup ge_graph
  /// @brief memory allocator finalize, release cached memory
  /// @return void
  ///
  void Finalize(uint32_t device_id = 0);

  ///
  /// @ingroup ge_graph
  /// @brief malloc memory
  /// @param [in] size memory size
  /// @param [in] try to reuse the same memory
  /// @param [in] device id
  /// @return  memory address
  ///
  uint8_t *Malloc(size_t size, uint8_t *org_ptr = nullptr, uint32_t device_id = 0);

  ///
  /// @ingroup ge_graph
  /// @brief free memory
  /// @param [in] memory_ptr memory address ptr
  /// @param [in] device_id device id
  /// @return Status result of function
  ///
  Status Free(uint8_t *memory_addr, uint32_t device_id = 0);

  ///
  /// @ingroup ge_graph
  /// @brief try to free memory when no memory is referenced
  /// @return void
  ///
  void TryFreeBlocks();

 private:

  ///
  /// @ingroup ge_graph
  /// @brief extend cache by size
  /// @param [in] memory size
  /// @param [in] device id
  /// @return Status result of function
  ///
  Status TryExtendCache(size_t size, uint32_t device_id);

  ///
  /// @ingroup ge_graph
  /// @brief find free block by size
  /// @param [in] memory size
  /// @param [in] device_id device id
  /// @return block ptr
  ///
  Block *FindFreeBlock(size_t size, uint8_t *org_ptr, uint32_t device_id);

  ///
  /// @ingroup ge_graph
  /// @brief get the right bin based on size
  /// @param [in] original malloc size
  /// @return block bin
  ///
  BlockBin *GetBlockBin(size_t size);

  ///
  /// @ingroup ge_graph
  /// @brief add memory to right bin based on size
  /// @param [in] memory ptr
  /// @param [in] memory size
  /// @param [in] device_id device id
  /// @return Status result of function
  ///
  Status AddToBlockBin(uint8_t *ptr, size_t size, uint32_t device_id);

  ///
  /// @ingroup ge_graph
  /// @brief free block to right bin
  /// @param [in] block ptr
  /// @return void
  ///
  void FreeBlock(Block* block);

  ///
  /// @ingroup ge_graph
  /// @brief free all cached blocks to right bin and release the memory when memory is not enough
  /// @return free cached memory size
  ///
  size_t FreeCachedBlocks();

  ///
  /// @ingroup ge_graph
  /// @brief free allocated and cached blocks and release the memory when process exit
  /// @return void
  ///
  void FreeBlocks();

  ///
  /// @ingroup ge_graph
  /// @brief free block bins when process exit
  /// @return void
  ///
  void FreeBlockBins();

  ///
  /// @ingroup ge_graph
  /// @brief If a split block is freed, try merging with the original block
  /// @param [inout] dest block ptr
  /// @param [in] src block ptr
  /// @param [out] block bin
  /// @return void
  ///
  void MergeBlocks(Block *dst, Block *src, BlockBin &bin);

  ///
  /// @ingroup ge_graph
  /// @brief If the allocated memory size is too much smaller than the memory block, try to split the memory block
  /// @param [in] original block ptr
  /// @param [in] allocated memory size
  /// @param [in] block bin
  /// @param [in] device id
  /// @return splited block ptr
  ///
  Block *SplitBlock(Block *block, size_t size, BlockBin &bin, uint32_t device_id);

  ///
  /// @ingroup ge_graph
  /// @brief print the memory info in pool
  /// @param [in] log level
  /// @return void
  ///
  void PrintStatics(int32_t level = DLOG_INFO);

 private:
  rtMemType_t memory_type_;

  // device memory allocator
  MemoryAllocator *memory_allocator_;

  // lock around all operations
  mutable std::recursive_mutex mutex_;

  // allocated blocks by memory pointer
  std::unordered_map<uint8_t *, Block *> allocated_blocks_;

  // block bins by different block size
  BlockBin *free_block_bins_[kNumBins];

  // malloced memorys from device
  std::map<size_t, size_t> malloced_memory_;

  //user call Malloc total counts
  std::atomic<size_t> called_malloc_counts_;

  //user call Free total counts
  std::atomic<size_t> called_free_counts_;
};
}  // namespace ge
#endif  // GE_GRAPH_MANAGER_GRAPH_CACHING_ALLOCATOR_H_