Change default AML experiment name to avoid reaching AML system limit (…

…#167)

Change the default AML experiment name to username_local_branch_YYYYMM to avoid having too many runs in a single AML experiment.

InnerEye/Azure/azure_config.py

@@ -8,6 +8,7 @@
 import logging
 import sys
 from dataclasses import dataclass
+from datetime import date
 from enum import Enum
 from pathlib import Path
 from typing import Any, Callable, Dict, List, Optional, Union
@@ -86,7 +87,7 @@ class AzureConfig(GenericConfig):
  doc="The user to associate this experiment with.")
  build_source_repository: str = param.String("InnerEye-DeepLearning",
  doc="The name of the repository this source belongs to.")
- build_branch: str = param.String(getpass.getuser() + "_local_branch",
+ build_branch: str = param.String(getpass.getuser() + f"_local_branch_{date.today().strftime('%Y%m')}",
  doc="The branch this experiment has been triggered from.")
  build_source_id: str = param.String("local_commit",
  doc="The git commit that was used to create this build.")