!15536 GPU update cuda version check

From: @VectorSL
Reviewed-by: @wilfchen,@cristoval
Signed-off-by: @cristoval

mindspore/_check_version.py

@@ -99,7 +99,7 @@ class GPUEnvChecker(EnvChecker):
         """Get cudnn version by libcudnn.so."""
         cudnn_version = []
         for path in self.cudnn_lib_path:
-            ls_cudnn = subprocess.run(["ls " + path + "/lib64/libcudnn.so.*.*"], timeout=10, text=True,
+            ls_cudnn = subprocess.run(["ls " + path + "/lib*/libcudnn.so.*.*"], timeout=10, text=True,
                                       capture_output=True, check=False, shell=True)
             if ls_cudnn.returncode == 0:
                 cudnn_version = ls_cudnn.stdout.split('/')[-1].strip('libcudnn.so.').strip().split('.')
@@ -107,21 +107,26 @@ class GPUEnvChecker(EnvChecker):
                     cudnn_version.append('0')
                 break
         version_str = ''.join([n for n in cudnn_version])
-        return version_str
+        return version_str[0:3]
+
+    def _get_cudart_version(self):
+        """Get cuda runtime version by libcudart.so."""
+        for path in self.cuda_lib_path:
+            ls_cudart = subprocess.run(["ls " + path + "/lib*/libcudart.so.*.*.*"], timeout=10, text=True,
+                                       capture_output=True, check=False, shell=True)
+            if ls_cudart.returncode == 0:
+                self.v = ls_cudart.stdout.split('/')[-1].strip('libcudart.so.').strip()
+                break
+        return self.v
 
     def check_version(self):
         """Check cuda version."""
         version_match = False
-        for path in self.cuda_lib_path:
-            version_file = path + "/version.txt"
-            if not Path(version_file).is_file():
-                continue
-            if self._check_version(version_file):
-                version_match = True
-                break
+        if self._check_version():
+            version_match = True
         if not version_match:
             if self.v == "0":
-                logger.warning("Cuda version file version.txt is not found, please confirm that the correct "
+                logger.warning("Can not found cuda libs, please confirm that the correct "
                                "cuda version has been installed, you can refer to the "
                                "installation guidelines: https://www.mindspore.cn/install")
             else:
@@ -145,9 +150,9 @@ class GPUEnvChecker(EnvChecker):
                            "information: https://www.mindspore.cn/install. The recommended version is "
                            "CUAD11.1 with cuDNN8.0.x")
 
-    def _check_version(self, version_file):
-        """Check cuda version by version.txt."""
-        v = self._read_version(version_file)
+    def _check_version(self):
+        """Check cuda version"""
+        v = self._get_cudart_version()
         v = version.parse(v)
         v_str = str(v.major) + "." + str(v.minor)
         if v_str not in self.version:
@@ -383,10 +388,9 @@ def check_version_and_env_config():
         return
 
     try:
-        from . import _c_expression
         # check version of ascend site or cuda
         env_checker.check_version()
-
+        from . import _c_expression
         env_checker.set_env()
     except ImportError as e:
         env_checker.check_env(e)