# Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. # # 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. import os SIZE_UNIT = ['K', 'M', 'G', 'T'] SHM_QUERY_CMD = 'df -h' SHM_KEY = 'shm' SHM_DEFAULT_MOUNT = '/dev/shm' # [ shared memory size check ] # In detection models, image/target data occupies a lot of memory, and # will occupy lots of shared memory in multi-process DataLoader, we use # following code to get shared memory size and perform a size check to # disable shared memory use if shared memory size is not enough. # Shared memory getting process as follows: # 1. use `df -h` get all mount info # 2. pick up spaces whose mount info contains 'shm' # 3. if 'shm' space number is only 1, return its size # 4. if there are multiple 'shm' space, try to find the default mount # directory '/dev/shm' is Linux-like system, otherwise return the # biggest space size. def _parse_size_in_M(size_str): if size_str[-1] == 'B': num, unit = size_str[:-2], size_str[-2] else: num, unit = size_str[:-1], size_str[-1] assert unit in SIZE_UNIT, \ "unknown shm size unit {}".format(unit) return float(num) * \ (1024 ** (SIZE_UNIT.index(unit) - 1)) def _get_shared_memory_size_in_M(): try: df_infos = os.popen(SHM_QUERY_CMD).readlines() except: return None else: shm_infos = [] for df_info in df_infos: info = df_info.strip() if info.find(SHM_KEY) >= 0: shm_infos.append(info.split()) if len(shm_infos) == 0: return None elif len(shm_infos) == 1: return _parse_size_in_M(shm_infos[0][3]) else: default_mount_infos = [ si for si in shm_infos if si[-1] == SHM_DEFAULT_MOUNT ] if default_mount_infos: return _parse_size_in_M(default_mount_infos[0][3]) else: return max([_parse_size_in_M(si[3]) for si in shm_infos])