diff --git a/paddlehub/finetune/task/base_task.py b/paddlehub/finetune/task/base_task.py
index 51351555635c47bc68b808af85669ffdc0decfed..d04ec2bf19428e21e04cc8ee14fb5ac2cfe7eeb8 100644
--- a/paddlehub/finetune/task/base_task.py
+++ b/paddlehub/finetune/task/base_task.py
@@ -24,6 +24,7 @@ import copy
 import logging
 import inspect
 from functools import partial
+from collections import OrderedDict
 import six
 if six.PY2:
     from inspect import getargspec as get_args
@@ -88,44 +89,44 @@ class RunEnv(object):
 class TaskHooks():
     def __init__(self):
         self._registered_hooks = {
-            "build_env_start": {},
-            "build_env_end": {},
-            "finetune_start": {},
-            "finetune_end": {},
-            "predict_start": {},
-            "predict_end": {},
-            "eval_start": {},
-            "eval_end": {},
-            "log_interval": {},
-            "save_ckpt_interval": {},
-            "eval_interval": {},
-            "run_step": {},
+            "build_env_start_event": OrderedDict(),
+            "build_env_end_event": OrderedDict(),
+            "finetune_start_event": OrderedDict(),
+            "finetune_end_event": OrderedDict(),
+            "predict_start_event": OrderedDict(),
+            "predict_end_event": OrderedDict(),
+            "eval_start_event": OrderedDict(),
+            "eval_end_event": OrderedDict(),
+            "log_interval_event": OrderedDict(),
+            "save_ckpt_interval_event": OrderedDict(),
+            "eval_interval_event": OrderedDict(),
+            "run_step_event": OrderedDict(),
         }
         self._hook_params_num = {
-            "build_env_start": 1,
-            "build_env_end": 1,
-            "finetune_start": 1,
-            "finetune_end": 2,
-            "predict_start": 1,
-            "predict_end": 2,
-            "eval_start": 1,
-            "eval_end": 2,
-            "log_interval": 2,
-            "save_ckpt_interval": 1,
-            "eval_interval": 1,
-            "run_step": 2,
+            "build_env_start_event": 1,
+            "build_env_end_event": 1,
+            "finetune_start_event": 1,
+            "finetune_end_event": 2,
+            "predict_start_event": 1,
+            "predict_end_event": 2,
+            "eval_start_event": 1,
+            "eval_end_event": 2,
+            "log_interval_event": 2,
+            "save_ckpt_interval_event": 1,
+            "eval_interval_event": 1,
+            "run_step_event": 2,
         }
 
     def add(self, hook_type, name=None, func=None):
         if not func or not callable(func):
             raise TypeError(
                 "The hook function is empty or it is not a function")
-        if name and not isinstance(name, str):
-            raise TypeError("The hook name must be a string")
-        if not name:
+        if name == None:
             name = "hook_%s" % id(func)
 
         # check validity
+        if not isinstance(name, str) or name.strip() == "":
+            raise TypeError("The hook name must be a non-empty string")
         if hook_type not in self._registered_hooks:
             raise ValueError("hook_type: %s does not exist" % (hook_type))
         if name in self._registered_hooks[hook_type]:
@@ -167,13 +168,13 @@ class TaskHooks():
         else:
             return True
 
-    def info(self, only_customized=True):
+    def info(self, show_default=False):
         # formatted output the source code
         ret = ""
         for hook_type, hooks in self._registered_hooks.items():
             already_print_type = False
             for name, func in hooks.items():
-                if name == "default" and only_customized:
+                if name == "default" and not show_default:
                     continue
                 if not already_print_type:
                     ret += "hook_type: %s{\n" % hook_type
@@ -186,7 +187,7 @@ class TaskHooks():
             if already_print_type:
                 ret += "}\n"
         if not ret:
-            ret = "Not any hooks when only_customized=%s" % only_customized
+            ret = "Not any customized hooks have been defined, you can set show_default=True to see the default hooks information"
         return ret
 
     def __getitem__(self, hook_type):
@@ -263,8 +264,8 @@ class BaseTask(object):
         self._hooks = TaskHooks()
         for hook_type, event_hooks in self._hooks._registered_hooks.items():
             self._hooks.add(hook_type, "default",
-                            eval("self._default_%s_event" % hook_type))
-            setattr(BaseTask, "_%s_event" % hook_type,
+                            eval("self._default_%s" % hook_type))
+            setattr(BaseTask, "_%s" % hook_type,
                     self.create_event_function(hook_type))
 
         # accelerate predict
@@ -585,13 +586,18 @@ class BaseTask(object):
         return self._hooks.info(only_customized)
 
     def add_hook(self, hook_type, name=None, func=None):
+        if name == None:
+            name = "hook_%s" % id(func)
         self._hooks.add(hook_type, name=name, func=func)
+        logger.info("Add hook %s:%s successfully" % (hook_type, name))
 
     def delete_hook(self, hook_type, name):
         self._hooks.delete(hook_type, name)
+        logger.info("Delete hook %s:%s successfully" % (hook_type, name))
 
     def modify_hook(self, hook_type, name, func):
         self._hooks.modify(hook_type, name, func)
+        logger.info("Modify hook %s:%s successfully" % (hook_type, name))
 
     def _default_build_env_start_event(self):
         pass