diff --git a/mindspore/ccsrc/profiler/device/common/memory_profiling.cc b/mindspore/ccsrc/profiler/device/common/memory_profiling.cc
index c467915fcc..3ebe30e103 100644
--- a/mindspore/ccsrc/profiler/device/common/memory_profiling.cc
+++ b/mindspore/ccsrc/profiler/device/common/memory_profiling.cc
@@ -19,10 +19,14 @@
 #include <memory>
 #include "utils/log_adapter.h"
 #include "utils/ms_context.h"
+#include "utils/ms_utils.h"
+#include "nlohmann/json.hpp"
 
 namespace mindspore {
 namespace profiler {
 
+constexpr char kOutputPath[] = "result_path";
+
 std::shared_ptr<GraphMemory> MemoryProfiling::AddGraphMemoryNode(uint32_t graph_id) {
   std::shared_ptr<GraphMemory> node = std::make_shared<GraphMemory>(graph_id);
   graph_memory_[graph_id] = node;
@@ -76,10 +80,45 @@ void MemoryProfiling::MemoryToPB() {
   return;
 }
 
+std::string MemoryProfiling::GetOutputPath() const {
+  auto context = MsContext::GetInstance();
+  MS_EXCEPTION_IF_NULL(context);
+  const std::string options_str = context->get_param<std::string>(MS_CTX_PROFILING_OPTIONS);
+  nlohmann::json options_json;
+  try {
+    options_json = nlohmann::json::parse(options_str);
+  } catch (nlohmann::json::parse_error &e) {
+    MS_LOG(EXCEPTION) << "Parse profiling option json failed, error:" << e.what();
+  }
+  auto iter = options_json.find(kOutputPath);
+  if (iter != options_json.end() && iter->is_string()) {
+    char real_path[PATH_MAX] = {0};
+    if ((*iter).size() >= PATH_MAX) {
+      MS_LOG(ERROR) << "Path is invalid for memory profiling.";
+      return "";
+    }
+#if defined(_WIN32) || defined(_WIN64)
+    if (_fullpath(real_path, common::SafeCStr(*iter), PATH_MAX) == nullptr) {
+      MS_LOG(ERROR) << "Path is invalid for memory profiling.";
+      return "";
+    }
+#else
+    if (realpath(common::SafeCStr(*iter), real_path) == nullptr) {
+      MS_LOG(ERROR) << "Path is invalid for memory profiling.";
+      return "";
+    }
+#endif
+    return real_path;
+  }
+
+  MS_LOG(ERROR) << "Output path is not found when save memory profiling data";
+  return "";
+}
+
 void MemoryProfiling::SaveMemoryProfiling() {
   auto context = MsContext::GetInstance();
   MS_EXCEPTION_IF_NULL(context);
-  std::string dir_path = context->get_param<std::string>(MS_CTX_PROFILING_DIR_PATH);
+  std::string dir_path = GetOutputPath();
   auto device_id = context->get_param<uint32_t>(MS_CTX_DEVICE_ID);
   std::string file = dir_path + std::string("/memory_usage_") + std::to_string(device_id) + std::string(".pb");
 
diff --git a/mindspore/ccsrc/profiler/device/common/memory_profiling.h b/mindspore/ccsrc/profiler/device/common/memory_profiling.h
index 0e5470fd3e..aa3642ce4b 100644
--- a/mindspore/ccsrc/profiler/device/common/memory_profiling.h
+++ b/mindspore/ccsrc/profiler/device/common/memory_profiling.h
@@ -115,6 +115,8 @@ class MemoryProfiling {
   void SaveMemoryProfiling();
 
  private:
+  std::string GetOutputPath() const;
+
   MemoryProto memory_proto_;
   std::map<uint32_t, std::shared_ptr<GraphMemory>> graph_memory_;
   uint64_t device_mem_size_;
diff --git a/mindspore/ccsrc/pybind_api/utils/ms_context_py.cc b/mindspore/ccsrc/pybind_api/utils/ms_context_py.cc
index 608908dac2..821b58958e 100644
--- a/mindspore/ccsrc/pybind_api/utils/ms_context_py.cc
+++ b/mindspore/ccsrc/pybind_api/utils/ms_context_py.cc
@@ -95,7 +95,6 @@ REGISTER_PYBIND_DEFINE(MsContextPy, ([](const py::module *m) {
                            .value("variable_memory_max_size", MsCtxParam::MS_CTX_VARIABLE_MEMORY_MAX_SIZE)
                            .value("device_id", MsCtxParam::MS_CTX_DEVICE_ID)
                            .value("max_call_depth", MsCtxParam::MS_CTX_MAX_CALL_DEPTH)
-                           .value("profiling_dir_path", MsCtxParam::MS_CTX_PROFILING_DIR_PATH)
                            .value("env_config_path", MsCtxParam::MS_CTX_ENV_CONFIG_PATH);
                          (void)py::class_<mindspore::MsContext, std::shared_ptr<mindspore::MsContext>>(*m, "MSContext")
                            .def_static("get_instance", &mindspore::MsContext::GetInstance, "Get ms context instance.")
diff --git a/mindspore/core/utils/ms_context.cc b/mindspore/core/utils/ms_context.cc
index a2328059c3..7d3afd2310 100644
--- a/mindspore/core/utils/ms_context.cc
+++ b/mindspore/core/utils/ms_context.cc
@@ -74,7 +74,6 @@ MsContext::MsContext(const std::string &policy, const std::string &target) {
   set_param<bool>(MS_CTX_ENABLE_GRAPH_KERNEL, false);
   set_param<bool>(MS_CTX_ENABLE_SPARSE, false);
   set_param<bool>(MS_CTX_ENABLE_PARALLEL_SPLIT, false);
-  set_param<std::string>(MS_CTX_PROFILING_DIR_PATH, "");
 
   backend_policy_ = policy_map_[policy];
 }
diff --git a/mindspore/core/utils/ms_context.h b/mindspore/core/utils/ms_context.h
index f82e787685..3beeabeb92 100644
--- a/mindspore/core/utils/ms_context.h
+++ b/mindspore/core/utils/ms_context.h
@@ -106,7 +106,6 @@ enum MsCtxParam : unsigned {
   MS_CTX_SAVE_GRAPHS_PATH,
   MS_CTX_VARIABLE_MEMORY_MAX_SIZE,
   MS_CTX_PYTHON_EXE_PATH,
-  MS_CTX_PROFILING_DIR_PATH,
   MS_CTX_ENV_CONFIG_PATH,
   MS_CTX_TYPE_STRING_END,
 
diff --git a/mindspore/profiler/profiling.py b/mindspore/profiler/profiling.py
index 8f65874ea9..fef25645e8 100644
--- a/mindspore/profiler/profiling.py
+++ b/mindspore/profiler/profiling.py
@@ -143,8 +143,7 @@ class Profiler:
                 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,
-                                profiling_dir_path=self._output_path)
+            context.set_context(enable_profiling=True, profiling_options=profiling_options)
             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")