diff --git a/tools/eval.py b/tools/eval.py
index 07181ee75d44e3f5f0676f55f89330b215ef5220..16cfe532aae49ce98bc9503ca73e009bf206caa7 100755
--- a/tools/eval.py
+++ b/tools/eval.py
@@ -23,12 +23,8 @@ __dir__ = os.path.dirname(os.path.abspath(__file__))
 sys.path.append(__dir__)
 sys.path.append(os.path.abspath(os.path.join(__dir__, '..')))
 
-import paddle
-# paddle.manual_seed(2)
-
-from ppocr.utils.logging import get_logger
 from ppocr.data import build_dataloader
-from ppocr.modeling import build_model
+from ppocr.modeling.architectures import build_model
 from ppocr.postprocess import build_post_process
 from ppocr.metrics import build_metric
 from ppocr.utils.save_load import init_model
@@ -39,8 +35,7 @@ import tools.program as program
 def main():
     global_config = config['Global']
     # build dataloader
-    eval_loader, _ = build_dataloader(config['EVAL'], device, False,
-                                      global_config)
+    valid_dataloader = build_dataloader(config, 'Eval', device, logger)
 
     # build post process
     post_process_class = build_post_process(config['PostProcess'],
@@ -63,16 +58,13 @@ def main():
     eval_class = build_metric(config['Metric'])
 
     # start eval
-    metirc = program.eval(model, eval_loader, post_process_class, eval_class)
+    metirc = program.eval(model, valid_dataloader, post_process_class,
+                          eval_class)
     logger.info('metric eval ***************')
     for k, v in metirc.items():
         logger.info('{}:{}'.format(k, v))
 
 
 if __name__ == '__main__':
-    device, config = program.preprocess()
-    paddle.disable_static(device)
-
-    logger = get_logger()
-    print_dict(config, logger)
+    config, device, logger, vdl_writer = program.preprocess()
     main()