diff --git a/cmake/external_libs/sentencepiece.cmake b/cmake/external_libs/sentencepiece.cmake
index c3954df527..be17040000 100644
--- a/cmake/external_libs/sentencepiece.cmake
+++ b/cmake/external_libs/sentencepiece.cmake
@@ -15,7 +15,7 @@ if(WIN32)
         VER 0.1.92
         LIBS sentencepiece sentencepiece_train
         URL ${REQ_URL}
-        CMAKE_OPTION -DCMAKE_BUILD_TYPE=Release -DSPM_USE_BUILTIN_PROTOBUF=ON
+        CMAKE_OPTION -DCMAKE_BUILD_TYPE=Release -DSPM_USE_BUILTIN_PROTOBUF=ON -DSPM_ENABLE_SHARED=OFF
         MD5 ${MD5}
         )
 else()
diff --git a/mindspore/ccsrc/debug/common.cc b/mindspore/ccsrc/debug/common.cc
index d64cfd3256..2cfda34460 100644
--- a/mindspore/ccsrc/debug/common.cc
+++ b/mindspore/ccsrc/debug/common.cc
@@ -30,13 +30,10 @@ std::optional<std::string> Common::GetRealPath(const std::string &input_path) {
   if (input_path.length() >= PATH_MAX) {
     MS_LOG(EXCEPTION) << "The length of path: " << input_path << " exceeds limit: " << PATH_MAX;
   }
-#if defined(SYSTEM_ENV_POSIX)
-  size_t path_split_pos = input_path.find_last_of('/');
-#elif defined(SYSTEM_ENV_WINDOWS)
-  size_t path_split_pos = input_path.find_last_of('\\');
-#else
-  MS_LOG(EXCEPTION) << "Unsupported platform.";
-#endif
+  auto path_split_pos = input_path.find_last_of('/');
+  if (path_split_pos == std::string::npos) {
+    path_split_pos = input_path.find_last_of('\\');
+  }
   // get real path
   char real_path[PATH_MAX] = {0};
   // input_path is dir + file_name
diff --git a/mindspore/dataset/core/config.py b/mindspore/dataset/core/config.py
index 02137f128f..a4c1d0d15e 100644
--- a/mindspore/dataset/core/config.py
+++ b/mindspore/dataset/core/config.py
@@ -17,6 +17,7 @@ The configuration module provides various functions to set and get the supported
 configuration parameters, and read a configuration file.
 """
 import os
+import platform
 import random
 import time
 import numpy
@@ -428,6 +429,10 @@ def get_enable_shared_mem():
         >>> # Get the flag of shared memory feature.
         >>> shared_mem_flag = ds.config.get_enable_shared_mem()
     """
+    # For windows we forbid shared mem function temporarily
+    if platform.system().lower() == 'windows':
+        logger.warning("For windows we forbid shared mem function temporarily.")
+        return False
     return _config.get_enable_shared_mem()
 
 
diff --git a/mindspore/dataset/engine/datasets.py b/mindspore/dataset/engine/datasets.py
index b1c892cbd6..38d0279698 100644
--- a/mindspore/dataset/engine/datasets.py
+++ b/mindspore/dataset/engine/datasets.py
@@ -2150,7 +2150,8 @@ class BatchDataset(Dataset):
             res_q_list = []
 
             # Register clean zombie subprocesses signal here
-            signal.signal(signal.SIGCHLD, wait_child_processes)
+            if platform.system().lower() != "windows":
+                signal.signal(signal.SIGCHLD, wait_child_processes)
 
             # If user didn't specify num_parallel_workers, set it to default
             if self.num_parallel_workers is not None:
@@ -2648,7 +2649,8 @@ class MapDataset(Dataset):
 
             if callable_list:
                 # Register clean zombie subprocesses signal here
-                signal.signal(signal.SIGCHLD, wait_child_processes)
+                if platform.system().lower() != "windows":
+                    signal.signal(signal.SIGCHLD, wait_child_processes)
 
                 # Construct pool with the callable list
                 # The callable list and _pyfunc_worker_init are used to pass lambda function in to subprocesses
@@ -3594,7 +3596,8 @@ class SamplerFn:
         # Event for end of epoch
         if multi_process is True:
             # Register clean zombie subprocesses signal here
-            signal.signal(signal.SIGCHLD, wait_child_processes)
+            if platform.system().lower() != "windows":
+                signal.signal(signal.SIGCHLD, wait_child_processes)
 
             try:
                 self.eof = multiprocessing.Event()
diff --git a/tests/st/dump/test_data_dump.py b/tests/st/dump/test_data_dump.py
index b52ce79284..0cedb6d583 100644
--- a/tests/st/dump/test_data_dump.py
+++ b/tests/st/dump/test_data_dump.py
@@ -113,7 +113,7 @@ def test_e2e_dump():
     run_e2e_dump()
 
 
-@pytest.mark.level0
+@pytest.mark.level1
 @pytest.mark.platform_arm_ascend_training
 @pytest.mark.platform_x86_ascend_training
 @pytest.mark.env_onecard