Initial commit

rtdetr_pytorch/tools/train.py

+"""by lyuwenyu
+"""
+
+import os 
+import sys 
+sys.path.insert(0, os.path.join(os.path.dirname(os.path.abspath(__file__)), '..'))
+import argparse
+
+import src.misc.dist as dist 
+from src.core import YAMLConfig 
+from src.solver import TASKS
+
+
+def main(args, ) -> None:
+    '''main
+    '''
+    dist.init_distributed()
+
+    assert not all([args.tuning, args.resume]), \
+        'Only support from_scrach or resume or tuning at one time'
+
+    cfg = YAMLConfig(
+        args.config,
+        resume=args.resume, 
+        use_amp=args.amp,
+        tuning=args.tuning
+    )
+
+    solver = TASKS[cfg.yaml_cfg['task']](cfg)
+    
+    if args.test_only:
+        solver.val()
+    else:
+        solver.fit()
+
+
+if __name__ == '__main__':
+
+    parser = argparse.ArgumentParser()
+    parser.add_argument('--config', '-c', type=str, )
+    parser.add_argument('--resume', '-r', type=str, )
+    parser.add_argument('--tuning', '-t', type=str, )
+    parser.add_argument('--test-only', action='store_true', default=False,)
+    parser.add_argument('--amp', action='store_true', default=False,)
+
+    args = parser.parse_args()
+
+    main(args)