diff --git a/paddle/fluid/eager/CMakeLists.txt b/paddle/fluid/eager/CMakeLists.txt
index bd005fc41d42ec1baba278be0708758e012869ca..d5d5f1daa1e5f7ddaf1c4dd371ba8bddf5add995 100644
--- a/paddle/fluid/eager/CMakeLists.txt
+++ b/paddle/fluid/eager/CMakeLists.txt
@@ -78,6 +78,10 @@ cc_library(
        autograd_meta
        hook_utils)
 
+if(NOT ((NOT WITH_PYTHON) AND ON_INFER))
+  target_link_libraries(utils ${PYTHON_LIBRARIES})
+endif()
+
 if(NOT ((NOT WITH_PYTHON) AND ON_INFER))
   cc_library(
     saved_tensors_hooks
diff --git a/paddle/fluid/eager/api/generated/eager_generated/backwards/CMakeLists.txt b/paddle/fluid/eager/api/generated/eager_generated/backwards/CMakeLists.txt
index 69bfe4d9415722c48dae2f31d375836ba70b695f..fc52d6f82a174c7d1efcc1dbefa445db7cfe975f 100644
--- a/paddle/fluid/eager/api/generated/eager_generated/backwards/CMakeLists.txt
+++ b/paddle/fluid/eager/api/generated/eager_generated/backwards/CMakeLists.txt
@@ -9,4 +9,5 @@ if(NOT (NOT WITH_PYTHON AND ON_INFER))
     SRCS nodes.cc ${eager_manual_nodes}
     DEPS ${eager_deps})
   add_dependencies(final_dygraph_node eager_codegen)
+  target_link_libraries(final_dygraph_node ${PYTHON_LIBRARIES})
 endif()
diff --git a/paddle/fluid/eager/api/generated/eager_generated/forwards/CMakeLists.txt b/paddle/fluid/eager/api/generated/eager_generated/forwards/CMakeLists.txt
index c32dd2f122a6e2cac8af7ea97d15f43c3b3342c4..97d5aed29476092b054e7ebf49713bef1b9f3e26 100644
--- a/paddle/fluid/eager/api/generated/eager_generated/forwards/CMakeLists.txt
+++ b/paddle/fluid/eager/api/generated/eager_generated/forwards/CMakeLists.txt
@@ -9,4 +9,5 @@ if(NOT (NOT WITH_PYTHON AND ON_INFER))
     SRCS dygraph_functions.cc ${eager_manual_functions}
     DEPS ${eager_deps})
   add_dependencies(final_dygraph_function eager_codegen)
+  target_link_libraries(final_dygraph_function ${PYTHON_LIBRARIES})
 endif()
diff --git a/paddle/fluid/eager/auto_code_generator/generate_file_structures.py b/paddle/fluid/eager/auto_code_generator/generate_file_structures.py
index 5555c17f1b6c61d0ce122ebdd648d1da9d3524a2..bb2a236c28e592c796b3c6ba95543ad5437bd999 100644
--- a/paddle/fluid/eager/auto_code_generator/generate_file_structures.py
+++ b/paddle/fluid/eager/auto_code_generator/generate_file_structures.py
@@ -143,7 +143,8 @@ def GenerateFileStructureForIntermediateDygraph(eager_dir, split_count):
         for i in range(split_count):
             f.write("nodes" + str(i + 1) + ".cc ")
         f.write("${fluid_manual_nodes} DEPS ${eager_deps} ${fluid_deps})\n")
-        f.write("add_dependencies(dygraph_node copy_dygraph_node)")
+        f.write("add_dependencies(dygraph_node copy_dygraph_node)\n")
+        f.write("target_link_libraries(dygraph_node ${PYTHON_LIBRARIES})\n")
 
     with open(forwards_level_cmakelist_path, "w") as f:
         f.write("add_custom_target(\n")
@@ -181,8 +182,9 @@ def GenerateFileStructureForIntermediateDygraph(eager_dir, split_count):
             "${fluid_manual_functions} DEPS ${eager_deps} ${fluid_deps} ${GLOB_OP_LIB} ${GLOB_OPERATOR_DEPS})\n"
         )
         f.write(
-            "add_dependencies(dygraph_function copy_dygraph_forward_functions)"
+            "add_dependencies(dygraph_function copy_dygraph_forward_functions)\n"
         )
+        f.write("target_link_libraries(dygraph_function ${PYTHON_LIBRARIES})\n")
 
     with open(generated_level_cmakelist_path, "w") as f:
         f.write("add_subdirectory(forwards)\nadd_subdirectory(nodes)")