# Copyright (c) 2020 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. from ..fluid import core def Singleton(cls): _instance = {} def _singleton(*args, **kargs): if cls not in _instance: _instance[cls] = cls(*args, **kargs) return _instance[cls] return _singleton class OpUpdateInfoHelper(object): def __init__(self, info): self._info = info def verify_key_value(self, name=''): result = False key_funcs = { core.OpAttrInfo: 'name', core.OpInputOutputInfo: 'name', } if name == '': result = True elif type(self._info) in key_funcs: if getattr(self._info, key_funcs[type(self._info)])() == name: result = True return result @Singleton class OpLastCheckpointChecker(object): def __init__(self): self.raw_version_map = core.get_op_version_map() self.checkpoints_map = {} self._construct_map() def _construct_map(self): for op_name in self.raw_version_map: last_checkpoint = self.raw_version_map[op_name].checkpoints()[-1] infos = last_checkpoint.version_desc().infos() self.checkpoints_map[op_name] = infos def filter_updates(self, op_name, type=core.OpUpdateType.kInvalid, key=''): updates = [] if op_name in self.checkpoints_map: for update in self.checkpoints_map[op_name]: if (update.type() == type) or ( type == core.OpUpdateType.kInvalid): if OpUpdateInfoHelper(update.info()).verify_key_value(key): updates.append(update.info()) return updates