diff --git a/mmdeploy/__init__.py b/mmdeploy/__init__.py
index e96395d7c..ceaa31dbb 100644
--- a/mmdeploy/__init__.py
+++ b/mmdeploy/__init__.py
@@ -1,6 +1,8 @@
 import importlib
 import logging
 
+from .version import __version__  # noqa F401
+
 importlib.import_module('mmdeploy.pytorch')
 
 if importlib.util.find_spec('mmcv'):
diff --git a/mmdeploy/version.py b/mmdeploy/version.py
index 8db80794c..14571e302 100644
--- a/mmdeploy/version.py
+++ b/mmdeploy/version.py
@@ -26,3 +26,5 @@ def parse_version_info(version_str: str) -> Tuple:
 
 
 version_info = parse_version_info(__version__)
+
+__all__ = ['__version__', 'version_info', 'parse_version_info']
diff --git a/tools/check_env.py b/tools/check_env.py
new file mode 100644
index 000000000..117208101
--- /dev/null
+++ b/tools/check_env.py
@@ -0,0 +1,60 @@
+import logging
+
+from mmcv.utils import collect_env as collect_base_env
+from mmcv.utils import get_git_hash
+
+import mmdeploy
+
+
+def collect_env():
+    """Collect the information of the running environments."""
+    env_info = collect_base_env()
+    env_info['MMDeployment'] = f'{mmdeploy.__version__}+{get_git_hash()[:7]}'
+
+    return env_info
+
+
+def check_backend():
+    try:
+        import onnxruntime as ort
+    except ImportError:
+        ort_version = None
+    else:
+        ort_version = ort.__version__
+    import mmdeploy.apis.onnxruntime as ort_apis
+    logging.info(f'onnxruntime: {ort_version} ops_is_avaliable : '
+                 f'{ort_apis.is_available()}')
+
+    try:
+        import tensorrt as trt
+    except ImportError:
+        trt_version = None
+    else:
+        trt_version = trt.__version__
+    import mmdeploy.apis.tensorrt as trt_apis
+    logging.info(
+        f'tensorrt: {trt_version} ops_is_avaliable : {trt_apis.is_available()}'
+    )
+
+    try:
+        import ncnn
+    except ImportError:
+        ncnn_version = None
+    else:
+        ncnn_version = ncnn.__version__
+    import mmdeploy.apis.ncnn as ncnn_apis
+    logging.info(
+        f'ncnn: {ncnn_version} ops_is_avaliable : {ncnn_apis.is_available()}')
+
+    import mmdeploy.apis.ppl as ppl_apis
+    logging.info(f'ppl_is_avaliable: {ppl_apis.is_available()}')
+
+    import mmdeploy.apis.openvino as openvino_apis
+    logging.info(f'openvino_is_avaliable: {openvino_apis.is_available()}')
+
+
+if __name__ == '__main__':
+    logging.basicConfig(level=logging.INFO)
+    for name, val in collect_env().items():
+        logging.info('{}: {}'.format(name, val))
+    check_backend()