Create decorators.py

decorators.py

@@ -0,0 +1,36 @@
+# decorators.py
+
+import functools
+import torch
+import threading
+import time
+
+class spaces:
+    @staticmethod
+    def GPU(duration=0):
+        def decorator(func):
+            @functools.wraps(func)
+            def wrapper(*args, **kwargs):
+                if not torch.cuda.is_available():
+                    raise RuntimeError("GPU no está disponible.")
+                
+                result = [None]
+                exception = [None]
+
+                def target():
+                    try:
+                        result[0] = func(*args, **kwargs)
+                    except Exception as e:
+                        exception[0] = e
+
+                thread = threading.Thread(target=target)
+                thread.start()
+                thread.join(duration)
+
+                if thread.is_alive():
+                    raise TimeoutError(f"La ejecución de la función excedió {duration} segundos.")
+                if exception[0]:
+                    raise exception[0]
+                return result[0]
+            return wrapper
+        return decorator