Extract training functions

src/utils/get_next_run_name.py

@@ -1,7 +0,0 @@
-from pathlib import Path
-
-
-def get_next_run_name(path: Path, prefix: str = "run") -> str:
-    run_ids = [int(run.stem.split("_")[1]) for run in path.glob(f"{prefix}_*")]
-    next_run_id = max(run_ids, default=-1) + 1
-    return f"{prefix}_{next_run_id}"

src/utils/serialise_hparams.py

@@ -0,0 +1,5 @@
+from typing import Any, Dict
+
+
+def serialise_hparams(hyperparameters: Dict[str, Any]) -> Dict[str, Any]:
+    return {k: str(v) if isinstance(v, list) else v for k, v in hyperparameters.items()}