# Copyright (c) 2019 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. """Arguments for configuration.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from __future__ import absolute_import import six import os import sys import argparse import logging import paddle.fluid as fluid log = logging.getLogger(__name__) def prepare_logger(logger, debug=False, save_to_file=None): formatter = logging.Formatter(fmt='[%(levelname)s] %(asctime)s [%(filename)12s:%(lineno)5d]:\t%(message)s') console_hdl = logging.StreamHandler() console_hdl.setFormatter(formatter) logger.addHandler(console_hdl) if save_to_file is not None and not os.path.exists(save_to_file): file_hdl = logging.FileHandler(save_to_file) file_hdl.setFormatter(formatter) logger.addHandler(file_hdl) logger.setLevel(logging.DEBUG) logger.propagate = False def str2bool(v): # because argparse does not support to parse "true, False" as python # boolean directly return v.lower() in ("true", "t", "1") class ArgumentGroup(object): def __init__(self, parser, title, des): self._group = parser.add_argument_group(title=title, description=des) def add_arg(self, name, type, default, help, positional_arg=False, **kwargs): prefix = "" if positional_arg else "--" type = str2bool if type == bool else type self._group.add_argument( prefix + name, default=default, type=type, help=help + ' Default: %(default)s.', **kwargs) def print_arguments(args): log.info('----------- Configuration Arguments -----------') for arg, value in sorted(six.iteritems(vars(args))): log.info('%s: %s' % (arg, value)) log.info('------------------------------------------------') def check_cuda(use_cuda, err = \ "\nYou can not set use_cuda = True in the model because you are using paddlepaddle-cpu.\n \ Please: 1. Install paddlepaddle-gpu to run your models on GPU or 2. Set use_cuda = False to run models on CPU.\n" ): try: if use_cuda == True and fluid.is_compiled_with_cuda() == False: log.error(err) sys.exit(1) except Exception as e: pass