train.py

# Copyright (C) 2024 Nota Inc. 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 netspresso_trainer import train_cli


def train_with_inline_yaml():
    from netspresso_trainer import train_with_yaml
    logging_dir = train_with_yaml(
        # gpus="0,1",
        data="config/data/huggingface/beans.yaml",
        augmentation="config/augmentation/classification.yaml",
        model="config/model/resnet/resnet50-classification.yaml",
        training="config/training.yaml",
        logging="config/logging.yaml",
        environment="config/environment.yaml",
        log_level='INFO'
    )
    return logging_dir


if __name__ == '__main__':
    logging_dir = train_cli()

    # With inline yaml
    # logging_dir = train_with_inline_yaml()
    
    print(f"Training results are saved at: {logging_dir}")