import paddle.v2.framework.core as core class Block(object): def __init__(self, program, idx): self.proto = program.proto.block(idx) self.vars = dict() # var_name --> var self.ops = list() # operator list self.program = program @property def parent_idx(self): return self.proto.parent @property def idx(self): return self.proto.id class Program(object): @classmethod def instance(cls): # From https://stackoverflow.com/questions/8212053 # Making Program as a Singleton class. if not hasattr(cls, '_instance'): cls._instance = cls() return cls._instance def __init__(self): assert not hasattr(self.__class__, '_instance'), 'Do not call constructor directly!' self.proto = core.ProgramDesc.instance() self.blocks = [Block(self, 0)] self.current_block_idx = 0 def global_block(self): return self.blocks[0] def current_block(self): return self.blocks[self.current_block_idx] def create_block(self): new_block_idx = len(self.blocks) self.proto.append_block(self.current_block().proto) self.current_block_idx = new_block_idx self.blocks.append(Block(self, self.current_block_idx)) return self.current_block() def rollback(self): self.current_block_idx = self.current_block().parent_idx # program is a global instance. g_program = Program.instance()