diff --git a/deploy/utils/predictor.py b/deploy/utils/predictor.py
index b05e28c2f..04f9eab7a 100644
--- a/deploy/utils/predictor.py
+++ b/deploy/utils/predictor.py
@@ -74,6 +74,22 @@ class Predictor(object):
             config.enable_xpu()
         elif args.get("use_mlu", False):
             config.enable_custom_device('mlu')
+        elif args.get("use_gcu", False):
+            assert paddle.device.is_compiled_with_custom_device("gcu"), (
+                "Config use_gcu cannot be set as True while your paddle "
+                "is not compiled with gcu! \nPlease try: \n"
+                "\t1. Install paddle-custom-gcu to run model on GCU. \n"
+                "\t2. Set use_gcu as False in config file to run model on CPU."
+            )
+            import paddle_custom_device.gcu.passes as gcu_passes
+            gcu_passes.setUp()
+            config.enable_custom_device("gcu")
+            config.enable_new_ir(True)
+            config.enable_new_executor(True)
+            kPirGcuPasses = gcu_passes.inference_passes(
+                use_pir=True, name="PaddleClas"
+            )
+            config.enable_custom_passes(kPirGcuPasses, True)
         else:
             config.disable_gpu()
             if args.enable_mkldnn:
diff --git a/ppcls/engine/engine.py b/ppcls/engine/engine.py
index 7a5adc2cd..1bc54249b 100644
--- a/ppcls/engine/engine.py
+++ b/ppcls/engine/engine.py
@@ -105,7 +105,7 @@ class Engine(object):
 
         # set device
         assert self.config["Global"]["device"] in [
-            "cpu", "gpu", "xpu", "npu", "mlu", "ascend", "intel_gpu", "mps"
+            "cpu", "gpu", "xpu", "npu", "mlu", "ascend", "intel_gpu", "mps", "gcu"
         ]
         self.device = paddle.set_device(self.config["Global"]["device"])
         logger.info('train with paddle {} and device {}'.format(
diff --git a/ppcls/static/train.py b/ppcls/static/train.py
index 4f85fe16f..a7a5c4af5 100755
--- a/ppcls/static/train.py
+++ b/ppcls/static/train.py
@@ -92,7 +92,7 @@ def main(args):
 
     # assign the device
     assert global_config["device"] in [
-        "cpu", "gpu", "xpu", "npu", "mlu", "ascend", "intel_gpu", "mps"
+        "cpu", "gpu", "xpu", "npu", "mlu", "ascend", "intel_gpu", "mps", "gcu"
     ]
     device = paddle.set_device(global_config["device"])