diff --git a/ppocr/utils/save_load.py b/ppocr/utils/save_load.py
index 7ccadb005a8ad591d9927c0e028887caacb3e37b..1a377f9ed6ab49a15d8b29d886a6e4640926e991 100644
--- a/ppocr/utils/save_load.py
+++ b/ppocr/utils/save_load.py
@@ -102,8 +102,9 @@ def load_model(config, model, optimizer=None, model_type='det'):
                 continue
             pre_value = params[key]
             if pre_value.dtype == paddle.float16:
-                pre_value = pre_value.astype(paddle.float32)
                 is_float16 = True
+            if pre_value.dtype != value.dtype:
+                pre_value = pre_value.astype(value.dtype)
             if list(value.shape) == list(pre_value.shape):
                 new_state_dict[key] = pre_value
             else:
@@ -160,8 +161,9 @@ def load_pretrained_params(model, path):
             logger.warning("The pretrained params {} not in model".format(k1))
         else:
             if params[k1].dtype == paddle.float16:
-                params[k1] = params[k1].astype(paddle.float32)
                 is_float16 = True
+            if params[k1].dtype != state_dict[k1].dtype:
+                params[k1] = params[k1].astype(state_dict[k1].dtype)
             if list(state_dict[k1].shape) == list(params[k1].shape):
                 new_state_dict[k1] = params[k1]
             else: