diff --git a/CMakeLists.txt b/CMakeLists.txt
index df3016083..247c77d95 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -49,6 +49,15 @@ include(cmake/config_git_last_commit.cmake)
 include(cmake/config_envs.cmake)
 include(cmake/config_ascend.cmake)
 
+find_program(CCACHE_PROGRAM ccache)
+if(CCACHE_PROGRAM)
+    message(STATUS "Found ccache: ${CCACHE_PROGRAM}")
+    set(CMAKE_CXX_COMPILER_LAUNCHER "${CCACHE_PROGRAM}")
+    set(CMAKE_C_COMPILER_LAUNCHER "${CCACHE_PROGRAM}")
+else()
+    message(STATUS "ccache not found, proceeding with normal compilation")
+endif()
+
 if (BUILD_KERNELS_MODULE)
     add_subdirectory(csrc)
 endif ()
diff --git a/build.sh b/build.sh
index fc3e3b4a9..efd8c637f 100755
--- a/build.sh
+++ b/build.sh
@@ -122,8 +122,17 @@ function build_kernels()
     rm -rf $BUILD_DIR
     mkdir -p $BUILD_DIR
 
-    cmake $COMPILE_OPTIONS -DCMAKE_INSTALL_PREFIX="$OUTPUT_DIR" -DASCEND_HOME_PATH=$ASCEND_HOME_PATH -DASCEND_INCLUDE_DIR=$ASCEND_INCLUDE_DIR -DSOC_VERSION=$SOC_VERSION -DBUILD_DEEPEP_MODULE=$BUILD_DEEPEP_MODULE -DBUILD_KERNELS_MODULE=$BUILD_KERNELS_MODULE -B "$BUILD_DIR" -S .
-    cmake --build "$BUILD_DIR" --target install
+    cmake $COMPILE_OPTIONS \
+    -DCMAKE_INSTALL_PREFIX="$OUTPUT_DIR" \
+    -DASCEND_HOME_PATH=$ASCEND_HOME_PATH \
+    -DASCEND_INCLUDE_DIR=$ASCEND_INCLUDE_DIR \
+    -DSOC_VERSION=$SOC_VERSION \
+    -DBUILD_DEEPEP_MODULE=$BUILD_DEEPEP_MODULE \
+    -DBUILD_KERNELS_MODULE=$BUILD_KERNELS_MODULE \
+    -B "$BUILD_DIR" \
+    -S .
+
+    cmake --build "$BUILD_DIR" --target install -j 16
     cd -
 }