diff --git a/ppdet/utils/check.py b/ppdet/utils/check.py
index 6c795b532e6b257a9664148a31a41de842e8f01f..45da8857e50e59fafde91b6875eff738a9a7a286 100644
--- a/ppdet/utils/check.py
+++ b/ppdet/utils/check.py
@@ -25,7 +25,9 @@ import paddle.version as fluid_version
 from .logger import setup_logger
 logger = setup_logger(__name__)
 
-__all__ = ['check_gpu', 'check_npu', 'check_version', 'check_config']
+__all__ = [
+    'check_gpu', 'check_npu', 'check_xpu', 'check_version', 'check_config'
+]
 
 
 def check_npu(use_npu):
@@ -47,6 +49,25 @@ def check_npu(use_npu):
         pass
 
 
+def check_xpu(use_xpu):
+    """
+    Log error and exit when set use_xpu=true in paddlepaddle
+    cpu/gpu/npu version.
+    """
+    err = "Config use_xpu cannot be set as true while you are " \
+          "using paddlepaddle cpu/gpu/npu version ! \nPlease try: \n" \
+          "\t1. Install paddlepaddle-xpu to run model on XPU \n" \
+          "\t2. Set use_xpu as false in config file to run " \
+          "model on CPU/GPU/NPU"
+
+    try:
+        if use_xpu and not paddle.is_compiled_with_xpu():
+            logger.error(err)
+            sys.exit(1)
+    except Exception as e:
+        pass
+
+
 def check_gpu(use_gpu):
     """
     Log error and exit when set use_gpu=true in paddlepaddle
diff --git a/static/tools/infer.py b/static/tools/infer.py
index 3c09710ceefe959ca039bf477974bb633224a3f8..b1371c76950a74029f7ae137ab3ead45e025ac7c 100644
--- a/static/tools/infer.py
+++ b/static/tools/infer.py
@@ -41,7 +41,7 @@ try:
 
     from ppdet.utils.eval_utils import parse_fetches
     from ppdet.utils.cli import ArgsParser
-    from ppdet.utils.check import check_gpu, check_npu, check_version, check_config, enable_static_mode
+    from ppdet.utils.check import check_gpu, check_npu, check_xpu, check_version, check_config, enable_static_mode
     from ppdet.utils.visualizer import visualize_results
     import ppdet.utils.checkpoint as checkpoint
 
@@ -113,6 +113,10 @@ def main():
     if 'use_npu' not in cfg:
         cfg.use_npu = False
     check_npu(cfg.use_npu)
+    # disable xpu in config by default and check use_xpu
+    if 'use_xpu' not in cfg:
+        cfg.use_xpu = False
+    check_xpu(cfg.use_xpu)
     # check if paddlepaddle version is satisfied
     check_version()
 
@@ -127,6 +131,8 @@ def main():
         place = fluid.CUDAPlace(0)
     elif cfg.use_npu:
         place = fluid.NPUPlace(0)
+    elif cfg.use_xpu:
+        place = fluid.XPUPlace(0)
     else:
         place = fluid.CPUPlace()
     exe = fluid.Executor(place)
diff --git a/tools/eval.py b/tools/eval.py
index f5394990545c8d78dd25403645d4e5cb93af0c43..308dd8fbbeb2fb19d2d006ef259c2ec43c3ec28e 100755
--- a/tools/eval.py
+++ b/tools/eval.py
@@ -30,7 +30,7 @@ warnings.filterwarnings('ignore')
 import paddle
 
 from ppdet.core.workspace import load_config, merge_config
-from ppdet.utils.check import check_gpu, check_npu, check_version, check_config
+from ppdet.utils.check import check_gpu, check_npu, check_xpu, check_version, check_config
 from ppdet.utils.cli import ArgsParser
 from ppdet.engine import Trainer, init_parallel_env
 from ppdet.metrics.coco_utils import json_eval_results
@@ -120,10 +120,16 @@ def main():
     if 'use_npu' not in cfg:
         cfg.use_npu = False
 
+    # disable xpu in config by default
+    if 'use_xpu' not in cfg:
+        cfg.use_xpu = False
+
     if cfg.use_gpu:
         place = paddle.set_device('gpu')
     elif cfg.use_npu:
         place = paddle.set_device('npu')
+    elif cfg.use_xpu:
+        place = paddle.set_device('xpu')
     else:
         place = paddle.set_device('cpu')
 
@@ -136,6 +142,7 @@ def main():
     check_config(cfg)
     check_gpu(cfg.use_gpu)
     check_npu(cfg.use_npu)
+    check_xpu(cfg.use_xpu)
     check_version()
 
     run(FLAGS, cfg)
diff --git a/tools/infer.py b/tools/infer.py
index ef0ec65af36aca1077b858e8aaaf6d555c9d3f92..406171f2b682fc0355b7725ccfb21a4602d8dabd 100755
--- a/tools/infer.py
+++ b/tools/infer.py
@@ -31,7 +31,7 @@ import glob
 import paddle
 from ppdet.core.workspace import load_config, merge_config
 from ppdet.engine import Trainer
-from ppdet.utils.check import check_gpu, check_npu, check_version, check_config
+from ppdet.utils.check import check_gpu, check_npu, check_xpu, check_version, check_config
 from ppdet.utils.cli import ArgsParser
 from ppdet.slim import build_slim_model
 
@@ -145,10 +145,16 @@ def main():
     if 'use_npu' not in cfg:
         cfg.use_npu = False
 
+    # disable xpu in config by default
+    if 'use_xpu' not in cfg:
+        cfg.use_xpu = False
+
     if cfg.use_gpu:
         place = paddle.set_device('gpu')
     elif cfg.use_npu:
         place = paddle.set_device('npu')
+    elif cfg.use_xpu:
+        place = paddle.set_device('xpu')
     else:
         place = paddle.set_device('cpu')
 
@@ -161,6 +167,7 @@ def main():
     check_config(cfg)
     check_gpu(cfg.use_gpu)
     check_npu(cfg.use_npu)
+    check_xpu(cfg.use_xpu)
     check_version()
 
     run(FLAGS, cfg)
diff --git a/tools/train.py b/tools/train.py
index 878aa60fac7d89effc2a5b38832a56105936baa5..088a41793189603cbe5f74d02c0f323a5fde70c0 100755
--- a/tools/train.py
+++ b/tools/train.py
@@ -144,10 +144,16 @@ def main():
     if 'use_npu' not in cfg:
         cfg.use_npu = False
 
+    # disable xpu in config by default
+    if 'use_xpu' not in cfg:
+        cfg.use_xpu = False
+
     if cfg.use_gpu:
         place = paddle.set_device('gpu')
     elif cfg.use_npu:
         place = paddle.set_device('npu')
+    elif cfg.use_xpu:
+        place = paddle.set_device('xpu')
     else:
         place = paddle.set_device('cpu')