diff --git a/paddle/fluid/inference/tensorrt/CMakeLists.txt b/paddle/fluid/inference/tensorrt/CMakeLists.txt
index 4f3da10f6eb133659a6577719b404164fa6c166f..d1d146b2ce5f605547f554be50c3ca61f02506e4 100644
--- a/paddle/fluid/inference/tensorrt/CMakeLists.txt
+++ b/paddle/fluid/inference/tensorrt/CMakeLists.txt
@@ -1,4 +1,9 @@
+# Compiling with WITH_PYTHON=ON and WITH_TENSORRT=ON failed on windows. Temporarily add paddle_inference_api dependency to solve the problem
+if(WIN32)
+nv_library(tensorrt_engine SRCS engine.cc trt_int8_calibrator.cc DEPS ${GLOB_OPERATOR_DEPS} framework_proto device_context boost paddle_inference_api)
+else()
 nv_library(tensorrt_engine SRCS engine.cc trt_int8_calibrator.cc DEPS ${GLOB_OPERATOR_DEPS} framework_proto device_context boost)
+endif()
 nv_library(tensorrt_op_teller SRCS op_teller.cc DEPS framework_proto device_context boost)
 nv_test(test_tensorrt SRCS test_tensorrt.cc DEPS dynload_cuda device_context dynamic_loader)
 nv_test(test_tensorrt_engine SRCS test_engine.cc DEPS dynload_cuda tensorrt_engine)