更新.gitignore以忽略Result.xlsx文件，修改run.py以优先使用macOS的MPS设备，优化设备设置逻辑

.gitignore

@@ -170,3 +170,4 @@ cython_debug/
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
 .idea/
 .DS_Store
+Result.xlsx

run.py

@@ -20,8 +20,11 @@ import yaml
 def main():
     args = parse_args()
 
-    # Set device
-    if torch.cuda.is_available() and args['device'] != 'cpu':
+    # Set device (prefer MPS on macOS, then CUDA, else CPU)
+    if hasattr(torch.backends, 'mps') and torch.backends.mps.is_available() and args['device'] != 'cpu':
+        args['device'] = 'mps'
+        args['model']['device'] = args['device']
+    elif torch.cuda.is_available() and args['device'] != 'cpu':
         torch.cuda.set_device(int(args['device'].split(':')[1]))
         args['model']['device'] = args['device']
     else: