-
Notifications
You must be signed in to change notification settings - Fork 6
/
train.py
31 lines (22 loc) · 965 Bytes
/
train.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
"""
Example usage: CUDA_VISIBLE_DEVICES=1, python train.py --settings_file "config/settings.yaml"
"""
import argparse
from config.settings import Settings
from training.classification_trainer import ClassificationModel
from training.object_det_trainer import ObjectDetModel
def main():
parser = argparse.ArgumentParser(description='Train network.')
parser.add_argument('--settings_file', help='Path to settings yaml', required=True)
args = parser.parse_args()
settings_filepath = args.settings_file
settings = Settings(settings_filepath, generate_log=True)
if settings.model_name == 'classification_model':
trainer = ClassificationModel(settings)
elif settings.model_name == 'object_det_model':
trainer = ObjectDetModel(settings)
else:
raise ValueError('Model name %s specified in the settings file is not implemented' % settings.model_name)
trainer.train()
if __name__ == "__main__":
main()