diff --git a/cmake/operators.cmake b/cmake/operators.cmake
index c9d0f80da2962ee1578af0f6f06f07438898f399..3d8a6aa23e676411093f775ed516e8ece5647580 100644
--- a/cmake/operators.cmake
+++ b/cmake/operators.cmake
@@ -196,7 +196,7 @@ endfunction()
 function(register_operators)
     set(options "")
     set(oneValueArgs "")
-    set(multiValueArgs EXCLUDES)
+    set(multiValueArgs EXCLUDES DEPS)
     cmake_parse_arguments(register_operators "${options}" "${oneValueArgs}"
             "${multiValueArgs}" ${ARGN})
 
@@ -204,11 +204,16 @@ function(register_operators)
     string(REPLACE "_mkldnn" "" OPS "${OPS}")
     string(REPLACE ".cc" "" OPS "${OPS}")
     list(REMOVE_DUPLICATES OPS)
+    list(LENGTH register_operators_DEPS register_operators_DEPS_len)
 
     foreach(src ${OPS})
         list(FIND register_operators_EXCLUDES ${src} _index)
         if (${_index} EQUAL -1)
-            op_library(${src})
+            if (${register_operators_DEPS_len} GREATER 0)
+                op_library(${src} DEPS ${register_operators_DEPS})
+            else()
+                op_library(${src})
+            endif()
         endif()
     endforeach()
 endfunction()
diff --git a/paddle/fluid/operators/distributed_ops/CMakeLists.txt b/paddle/fluid/operators/distributed_ops/CMakeLists.txt
index a071babc8227d76504b3404532146e3f0692358e..28bb90af5675b2fe14813675ad001c0cf1d71e12 100644
--- a/paddle/fluid/operators/distributed_ops/CMakeLists.txt
+++ b/paddle/fluid/operators/distributed_ops/CMakeLists.txt
@@ -29,11 +29,11 @@ foreach(src ${OPS})
     set_source_files_properties(${src} PROPERTIES COMPILE_FLAGS ${DISTRIBUTE_COMPILE_FLAGS})
 endforeach()
 
-register_operators(EXCLUDES gen_nccl_id_op)
+register_operators(EXCLUDES gen_nccl_id_op DEPS ${DISTRIBUTE_DEPS})
 
 if(WITH_GPU AND NOT WIN32)
     set(DISTRIBUTE_DEPS ${DISTRIBUTE_DEPS} nccl_common)
-    op_library(gen_nccl_id_op)
+    op_library(gen_nccl_id_op ${DISTRIBUTE_DEPS} nccl_common)
 endif()
 
 set(OPERATOR_DEPS ${OPERATOR_DEPS} ${DISTRIBUTE_DEPS} PARENT_SCOPE)