PaddleClas/tools/train.py

54 lines
1.9 KiB
Python

# 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.
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import os
import sys
import yaml
# XXX: avoid triggering error on DCU machines
import tarfile
__dir__ = os.path.dirname(os.path.abspath(__file__))
sys.path.append(os.path.abspath(os.path.join(__dir__, '../')))
from ppcls.utils import config, convert_to_dict
from ppcls.engine.engine import Engine
if __name__ == "__main__":
args = config.parse_args()
config = config.get_config(args.config, overrides=args.override, show=False)
config.profiler_options = args.profiler_options
uniform_output_enabled = config["Global"].get("uniform_output_enabled",
False)
if uniform_output_enabled:
if os.path.exists(
os.path.join(config["Global"]["output_dir"],
"train_result.json")):
try:
os.remove(
os.path.join(config["Global"]["output_dir"],
"train_result.json"))
except:
pass
config_dict = convert_to_dict(config)
with open(
os.path.join(config["Global"]["output_dir"], "config.yaml"),
"w") as f:
yaml.dump(config_dict, f)
engine = Engine(config, mode="train")
engine.train()