diff --git a/mindspore/lite/nnacl/pack.c b/mindspore/lite/nnacl/pack.c
index 457dfc2603..a39c1f862d 100644
--- a/mindspore/lite/nnacl/pack.c
+++ b/mindspore/lite/nnacl/pack.c
@@ -14,10 +14,10 @@
  * limitations under the License.
  */
 
-#include "nnacl/pack.h"
-#include <string.h>
 #include <stdlib.h>
+#include <string.h>
 #include "nnacl/int8/conv_int8.h"
+#include "nnacl/pack.h"
 
 void PackWeightKHWToHWKFp32(const void *src, void *dst, int plane, int channel) {
   return PackNCHWToNHWCFp32(src, dst, 1, plane, channel);
@@ -458,11 +458,35 @@ void PackWeightToC8Int8(const int8_t *origin_weight_data, int16_t *packed_weight
       }
       int src_oc_offset = src_kernel_offset + o * kernel_plane * input_channel;
       int dst_oc_offset = dst_kernel_offset + o * ic8 * kernel_plane * C8NUM;
-      for (int i = 0; i < input_channel; i++) {
-        int c8_block_num = i / C8NUM;
+      int i = 0;
+      for (; i < (ic8 - 1); i += C8NUM) {
+        int src_ic_offset = src_oc_offset + i;
+        int dst_ic_offset = dst_oc_offset + i * kernel_plane;
+#ifdef ENABLE_ARM64
+        int8x8_t src_s8 = vld1_s8(origin_weight_data + src_ic_offset);
+        int16x8_t src_s16 = vmovl_s8(src_s8);
+        int16x4_t src1_s16 = vget_low_s16(src_s16);
+        int16x4_t src2_s16 = vget_high_s16(src_s16);
+        int32x4_t src1_s32 = vmovl_s16(src1_s16);
+        int32x4_t src2_s32 = vmovl_s16(src2_s16);
+        int32x4_t zp_s32 = vdupq_n_s32(zp);
+        int32x4_t dst1_s32 = vsubq_s32(src1_s32, zp_s32);
+        int32x4_t dst2_s32 = vsubq_s32(src2_s32, zp_s32);
+        int16x4_t dst1_s16 = vqmovn_s32(dst1_s32);
+        int16x4_t dst2_s16 = vqmovn_s32(dst2_s32);
+        vst1_s16(packed_weight_data + dst_ic_offset, dst1_s16);
+        vst1_s16(packed_weight_data + dst_ic_offset + 4, dst2_s16);
+#else
+        for (int ci = 0; ci < C8NUM; ++ci) {
+          (packed_weight_data + dst_ic_offset + ci)[0] = (int16_t)((origin_weight_data + src_ic_offset + ci)[0] - zp);
+        }
+#endif
+      }
+      dst_oc_offset += (ic8 - 1) * kernel_plane * C8NUM;
+      for (; i < input_channel; i++) {
         int c8_block_rem = i % C8NUM;
         int src_ic_offset = src_oc_offset + i;
-        int dst_ic_offset = dst_oc_offset + c8_block_num * kernel_plane * C8NUM + c8_block_rem;
+        int dst_ic_offset = dst_oc_offset + c8_block_rem;
         (packed_weight_data + dst_ic_offset)[0] = (int16_t)((origin_weight_data + src_ic_offset)[0] - zp);
       }
     }