upd

src/common/validation.py

@@ -94,10 +94,7 @@ def valid_steps(model, datasets, config, log_prefix=""):
             'Total area',
             'Total time, s'
         ]
-        config.logger.info(pd.DataFrame(
+        config.logger.info("\n" + str(pd.DataFrame([row], columns=column_names).set_index('Dataset').T))
-            [row], 
-            columns=column_names
-        ).set_index('Dataset'))
         config.writer.flush()
 
     results = pd.DataFrame(results, columns=column_names).set_index('Dataset')

src/train.py

@@ -50,14 +50,15 @@ class TrainOptions:
 
     def parse_args(self):         
         args = self.parser.parse_args()
-        args.models_dir = Path(args.models_dir)
+        args.datasets_dir = Path(args.datasets_dir).resolve()
+        args.models_dir = Path(args.models_dir).resolve()
         args.model_path = Path(args.model_path) if not args.model_path is None else None
         args.train_datasets = args.train_datasets.split(',')
         args.val_datasets = args.val_datasets.split(',')        
         return args
 
     def __repr__(self):
-        config = self.parser.parse_args()
+        config = self.parse_args()
         message = ''
         message += '----------------- Options ---------------\n'
         for k, v in sorted(vars(config).items()):