diff --git a/mindspore/profiler/profiling.py b/mindspore/profiler/profiling.py
index 1f3fdd15be..4048c3d2d3 100644
--- a/mindspore/profiler/profiling.py
+++ b/mindspore/profiler/profiling.py
@@ -1,4 +1,4 @@
-# Copyright 2020 Huawei Technologies Co., Ltd
+# Copyright 2020-2021 Huawei Technologies Co., Ltd
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -83,7 +83,6 @@ class Profiler:
         output_path = kwargs.pop("output_path", f"data-{format_time}")
         self._output_path = validate_and_normalize_path(output_path)
         self._output_path = os.path.join(self._output_path, f"profiler-{format_time}")
-        self._base_profiling_container_path = os.path.join(self._output_path, "container")
         if not os.path.exists(self._output_path):
             os.makedirs(self._output_path, exist_ok=True)
             os.chmod(self._output_path, stat.S_IRUSR | stat.S_IWUSR | stat.S_IXUSR)
@@ -109,7 +108,14 @@ class Profiler:
             optypes_not_deal = kwargs.pop("optypes_not_deal", "Variable")
             if not isinstance(optypes_not_deal, str):
                 raise TypeError("The parameter optypes_not_deal must be str.")
-            job_id = kwargs.pop("ascend_job_id", "")
+            job_dir = kwargs.pop("ascend_job_id", "")
+            if job_dir:
+                job_dir = validate_and_normalize_path(job_dir)
+                if not os.path.exists(job_dir):
+                    msg = f"Invalid ascend_job_id: {job_dir}, Please pass the absolute path of the JOB dir"
+                    logger.error(msg)
+                    raise ValueError(msg)
+                self._output_path, _ = os.path.split(job_dir)
             if kwargs:
                 logger.warning("There are invalid params which don't work.")
 
@@ -130,18 +136,19 @@ class Profiler:
             profiling_options = json.dumps(profiling_options)
             # Characters longer than 2048 are ignored, resulting in profiling option resolution errors
             if len(profiling_options) > 2048:
-                raise ValueError("The parameter length exceeds the limit (2048), please input valid parameters.")
+                msg = "The parameter length exceeds the limit (2048), please input valid parameters."
+                logger.error(msg)
+                raise ValueError(msg)
             # use context interface to open profiling, for the new mindspore version(after 2020.5.21)
             context.set_context(enable_profiling=True, profiling_options=profiling_options)
-
-            self._container_path = os.path.join(self._base_profiling_container_path, self._dev_id)
-            data_path = os.path.join(self._container_path, "data")
+            base_profiling_container_path = os.path.join(self._output_path, "container")
+            container_path = os.path.join(base_profiling_container_path, self._dev_id)
+            data_path = os.path.join(container_path, "data")
             data_path = validate_and_normalize_path(data_path)
             if not os.path.exists(data_path):
                 os.makedirs(data_path, exist_ok=True)
 
             self._filt_optype_names = optypes_not_deal.split(",") if optypes_not_deal else []
-            self._profiling_job_id = job_id
             # add job id env through user input later
             self._job_id_env = 0
             self._start_time = int(time.time() * 10000000)
@@ -362,27 +369,27 @@ class Profiler:
         """Get profiling job id, which was generated by ada service.
 
         Returns:
-            str: profiling jon id.
+            str, profiling job id.
         """
 
-        if self._profiling_job_id:
-            return self._profiling_job_id
-
         job_id = ""
         for item in os.listdir(self._output_path):
             if item.startswith('JOB'):
                 path = os.path.join(self._output_path, item)
-                job_id = item
 
                 log_file = get_file_names(path, "host_start.log")
                 if not log_file:
                     logger.error("Profiling: job path %s, host_start.log not exist.", path)
+                    break
 
                 log_file = os.path.join(path, log_file[0])
                 item_dict = self._parse_host_start_log(log_file)
 
                 if not item_dict:
                     logger.error("Profiling: job path %s, fail to get job start info.", path)
+                    break
+
+                job_id = item
 
                 if self._dev_id != item_dict["device_id"]:
                     logger.info("Profiling: job path %s, dev id %s, training device id %s.",
@@ -391,7 +398,6 @@ class Profiler:
                 if self._start_time > int(item_dict["start_time"]):
                     logger.info("Profiling: job path %s, start_time %s, training start_time %d.",
                                 path, item_dict["start_time"], self._start_time)
-
                 break
 
         if not job_id: