# 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. from __future__ import absolute_import from __future__ import division from __future__ import print_function import sys import paddle import six import paddle.version as fluid_version from .logger import setup_logger logger = setup_logger(__name__) __all__ = [ 'check_gpu', 'check_npu', 'check_xpu', 'check_version', 'check_config' ] def check_npu(use_npu): """ Log error and exit when set use_npu=true in paddlepaddle cpu/gpu/xpu version. """ err = "Config use_npu cannot be set as true while you are " \ "using paddlepaddle cpu/gpu/xpu version ! \nPlease try: \n" \ "\t1. Install paddlepaddle-npu to run model on NPU \n" \ "\t2. Set use_npu as false in config file to run " \ "model on CPU/GPU/XPU" try: if use_npu and not paddle.is_compiled_with_npu(): logger.error(err) sys.exit(1) except Exception as e: pass def check_xpu(use_xpu): """ Log error and exit when set use_xpu=true in paddlepaddle cpu/gpu/npu version. """ err = "Config use_xpu cannot be set as true while you are " \ "using paddlepaddle cpu/gpu/npu version ! \nPlease try: \n" \ "\t1. Install paddlepaddle-xpu to run model on XPU \n" \ "\t2. Set use_xpu as false in config file to run " \ "model on CPU/GPU/NPU" try: if use_xpu and not paddle.is_compiled_with_xpu(): logger.error(err) sys.exit(1) except Exception as e: pass def check_gpu(use_gpu): """ Log error and exit when set use_gpu=true in paddlepaddle cpu version. """ err = "Config use_gpu cannot be set as true while you are " \ "using paddlepaddle cpu version ! \nPlease try: \n" \ "\t1. Install paddlepaddle-gpu to run model on GPU \n" \ "\t2. Set use_gpu as false in config file to run " \ "model on CPU" try: if use_gpu and not paddle.is_compiled_with_cuda(): logger.error(err) sys.exit(1) except Exception as e: pass def check_version(version='2.0'): """ Log error and exit when the installed version of paddlepaddle is not satisfied. """ err = "PaddlePaddle version {} or higher is required, " \ "or a suitable develop version is satisfied as well. \n" \ "Please make sure the version is good with your code.".format(version) version_installed = [ fluid_version.major, fluid_version.minor, fluid_version.patch, fluid_version.rc ] if version_installed == ['0', '0', '0', '0']: return version_split = version.split('.') length = min(len(version_installed), len(version_split)) for i in six.moves.range(length): if version_installed[i] > version_split[i]: return if version_installed[i] < version_split[i]: raise Exception(err) def check_config(cfg): """ Check the correctness of the configuration file. Log error and exit when Config is not compliant. """ err = "'{}' not specified in config file. Please set it in config file." check_list = ['architecture', 'num_classes'] try: for var in check_list: if not var in cfg: logger.error(err.format(var)) sys.exit(1) except Exception as e: pass if 'log_iter' not in cfg: cfg.log_iter = 20 return cfg