diff --git a/mindspore/lite/nnacl/fp32/activation_fp32.c b/mindspore/lite/nnacl/fp32/activation_fp32.c
index 0d36821f35..a20d55cf4b 100644
--- a/mindspore/lite/nnacl/fp32/activation_fp32.c
+++ b/mindspore/lite/nnacl/fp32/activation_fp32.c
@@ -13,9 +13,9 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
-
-#include "nnacl/fp32/activation_fp32.h"
 #include <float.h>
+#include "nnacl/fp32/activation_fp32.h"
+#include "nnacl/fp32/exp_fp32.h"
 #include "nnacl/errorcode.h"
 
 int Fp32Relu(const float *src, int length, float *dst) {
@@ -72,19 +72,17 @@ int LRelu(const float *src, int length, float *dst, float alpha) {
 }
 
 int Sigmoid(const float *src, int length, float *dst) {
-  const float upper_bound = 16.619047164916992188f;
-  const float lower_bound = -9.0f;
-  for (int i = 0; i < length; ++i) {
-    float input_val = src[i];
-    float result;
-    if (input_val > upper_bound) {
-      result = 1.0f;
-    } else if (input_val < lower_bound) {
-      result = exp(input_val);
-    } else {
-      result = 1.0f / (1.0f + exp(-input_val));
-    }
-    dst[i] = result;
+  int i = 0;
+#ifdef ENABLE_ARM64
+  int count = (length / C4NUM) * C4NUM;
+  for (; i < count; i += C4NUM) {
+    simd_exp(vnegq_f32(vld1q_f32(src + i)), dst + i);
+    vst1q_f32(dst + i, vdivq_f32(vdupq_n_f32(1.0f), vaddq_f32(vdupq_n_f32(1.0f), vld1q_f32(dst + i))));
+  }
+#endif
+  for (; i < length; ++i) {
+    single_exp(-src[i], dst + i);
+    dst[i] = 1.0f / (1.0f + dst[i]);
   }
   return NNACL_OK;
 }
@@ -103,8 +101,33 @@ float TanhOpt(float src) {
 }
 
 int Tanh(const float *src, int length, float *dst) {
-  for (int i = 0; i < length; ++i) {
-    dst[i] = TanhOpt(src[i]);
+  int i = 0;
+#ifdef ENABLE_ARM64
+  static float32x4_t paramv[] = {{378.0f, 378.0f, 378.0f, 378.0f},
+                                 {17325.0f, 17325.0f, 17325.0f, 17325.0f},
+                                 {135135.0f, 135135.0f, 135135.0f, 135135.0f},
+                                 {28.0f, 28.0f, 28.0f, 28.0f},
+                                 {3150.0f, 3150.0f, 3150.0f, 3150.0f},
+                                 {62370.0f, 62370.0f, 62370.0f, 62370.0f}};
+  int count = (length / C4NUM) * C4NUM;
+  for (; i < count; i += C4NUM) {
+    float32x4_t input = vld1q_f32(src + i);
+    float32x4_t square = vmulq_f32(input, input);
+    float32x4_t a = vmulq_f32(
+      vaddq_f32(vmulq_f32(vaddq_f32(vmulq_f32(vaddq_f32(square, paramv[0]), square), paramv[1]), square), paramv[2]),
+      input);
+    float32x4_t b = vaddq_f32(
+      vmulq_f32(vaddq_f32(vmulq_f32(vaddq_f32(vmulq_f32(paramv[3], square), paramv[4]), square), paramv[5]), square),
+      paramv[2]);
+    vst1q_f32(dst + i, vdivq_f32(a, b));
+  }
+#endif
+  for (; i < length; ++i) {
+    float input = src[i];
+    float square = input * input;
+    float a = (((square + 378.0f) * square + 17325.0f) * square + 135135.0f) * input;
+    float b = ((28.0f * square + 3150.0f) * square + 62370.0f) * square + 135135.0f;
+    dst[i] = a / b;
   }
   return NNACL_OK;
 }
diff --git a/mindspore/lite/nnacl/fp32/exp_fp32.c b/mindspore/lite/nnacl/fp32/exp_fp32.c
index 810016c9c3..2d8fa3579d 100644
--- a/mindspore/lite/nnacl/fp32/exp_fp32.c
+++ b/mindspore/lite/nnacl/fp32/exp_fp32.c
@@ -39,38 +39,13 @@ int Exp(const float *input_data, float *output_data, const ExpParameter *paramet
 
 void ExpFp32(const float *src, float *dst, int num) {
   int i = 0;
-  const float param[] = {log(2.0f), 1.0f / 120, 1.0f / 24, 1.0f / 6, 1.0f / 2, 1.0f};
 #ifdef ENABLE_ARM64
-  float32x4_t maxv = vdupq_n_f32(88.0f);
-  float32x4_t minv = vdupq_n_f32(-88.0f);
-  float32x4_t param0 = vdupq_n_f32(log(2.0f));
-  float32x4_t param1 = vdupq_n_f32(1.0f / 120);
-  float32x4_t param2 = vdupq_n_f32(1.0f / 24);
-  float32x4_t param3 = vdupq_n_f32(1.0f / 6);
-  float32x4_t param4 = vdupq_n_f32(0.5f);
-  float32x4_t param5 = vdupq_n_f32(1.0f);
   int count = (num / C4NUM) * C4NUM;
   for (; i < count; i += C4NUM) {
-    float32x4_t input4 = vmaxq_f32(minv, vminq_f32(maxv, vld1q_f32(src + i)));
-    int32x4_t integer4 = vcvtq_s32_f32(vdivq_f32(input4, param0));
-    float32x4_t decimal4 = vsubq_f32(input4, vmulq_f32(vcvtq_f32_s32(integer4), param0));
-    int32x4_t int_exp4 = vshlq_s32(vaddq_s32(integer4, vdupq_n_s32(127)), vdupq_n_s32(23));
-    vst1q_f32(dst + i, vld1q_f32((float32_t *)(&int_exp4)));
-    float32x4_t decimal_exp4 = vaddq_f32(param2, vmulq_f32(decimal4, param1));
-    decimal_exp4 = vmulq_f32(decimal4, vaddq_f32(param3, vmulq_f32(decimal4, decimal_exp4)));
-    decimal_exp4 = vaddq_f32(param5, vmulq_f32(decimal4, vaddq_f32(param4, decimal_exp4)));
-    decimal_exp4 = vaddq_f32(param5, vmulq_f32(decimal4, decimal_exp4));
-    vst1q_f32(dst + i, vmulq_f32(vld1q_f32(dst + i), decimal_exp4));
+    simd_exp(vld1q_f32(src + i), dst + i);
   }
 #endif
   for (; i < num; ++i) {
-    float input = MSMAX(-88.0f, MSMIN(88.0f, src[i]));
-    int integer = input / param[0];
-    float decimal = input - integer * param[0];
-    int int_exp = (integer + 127) << 23;
-    memcpy(dst + i, &int_exp, sizeof(float));
-    const float decimal_exp =
-      1.0f + decimal * (1.0f + decimal * (0.5f + decimal * (param[3] + decimal * (param[2] + decimal * param[1]))));
-    dst[i] *= decimal_exp;
+    single_exp(src[i], dst + i);
   }
 }
diff --git a/mindspore/lite/nnacl/fp32/exp_fp32.h b/mindspore/lite/nnacl/fp32/exp_fp32.h
index 58686718cd..5c4ea5e41b 100644
--- a/mindspore/lite/nnacl/fp32/exp_fp32.h
+++ b/mindspore/lite/nnacl/fp32/exp_fp32.h
@@ -37,6 +37,41 @@ extern "C" {
 #endif
 int Exp(const float *input_data, float *output_data, const ExpParameter *parameter, int task_id);
 void ExpFp32(const float *src, float *dst, int num);
+
+#ifdef ENABLE_ARM64
+static inline void simd_exp(float32x4_t input4, float *dst) {
+  static float32x4_t maxv = {88.0f, 88.0f, 88.0f, 88.0f};
+  static float32x4_t minv = {-88.0f, -88.0f, -88.0f, -88.0f};
+  static float32x4_t paramv[] = {{0.693147f, 0.693147f, 0.693147f, 0.693147f},
+                                 {1.0f / 120, 1.0f / 120, 1.0f / 120, 1.0f / 120},
+                                 {1.0f / 24, 1.0f / 24, 1.0f / 24, 1.0f / 24},
+                                 {1.0f / 6, 1.0f / 6, 1.0f / 6, 1.0f / 6},
+                                 {0.5f, 0.5f, 0.5f, 0.5f},
+                                 {1.0f, 1.0f, 1.0f, 1.0f}};
+  input4 = vmaxq_f32(minv, vminq_f32(maxv, input4));
+  int32x4_t integer4 = vcvtq_s32_f32(vdivq_f32(input4, paramv[0]));
+  float32x4_t decimal4 = vsubq_f32(input4, vmulq_f32(vcvtq_f32_s32(integer4), paramv[0]));
+  int32x4_t int_exp4 = vshlq_s32(vaddq_s32(integer4, vdupq_n_s32(127)), vdupq_n_s32(23));
+  vst1q_f32(dst, vld1q_f32((float32_t *)(&int_exp4)));
+  float32x4_t decimal_exp4 = vaddq_f32(paramv[2], vmulq_f32(decimal4, paramv[1]));
+  decimal_exp4 = vmulq_f32(decimal4, vaddq_f32(paramv[3], vmulq_f32(decimal4, decimal_exp4)));
+  decimal_exp4 = vaddq_f32(paramv[5], vmulq_f32(decimal4, vaddq_f32(paramv[4], decimal_exp4)));
+  decimal_exp4 = vaddq_f32(paramv[5], vmulq_f32(decimal4, decimal_exp4));
+  vst1q_f32(dst, vmulq_f32(vld1q_f32(dst), decimal_exp4));
+}
+#endif
+
+static inline void single_exp(float src, float *dst) {
+  static float param[] = {0.693147f, 1.0f / 120, 1.0f / 24, 1.0f / 6, 1.0f / 2, 1.0f};  // log(2.0f)
+  src = MSMAX(-88.0f, MSMIN(88.0f, src));
+  int integer = src / param[0];
+  float decimal = src - integer * param[0];
+  int int_exp = (integer + 127) << 23;
+  memcpy(dst, &int_exp, sizeof(float));
+  const float decimal_exp =
+    1.0f + decimal * (1.0f + decimal * (0.5f + decimal * (param[3] + decimal * (param[2] + decimal * param[1]))));
+  *dst *= decimal_exp;
+}
 #ifdef __cplusplus
 }
 #endif
diff --git a/mindspore/lite/test/models_mindspore_mixbit.cfg b/mindspore/lite/test/models_mindspore_mixbit.cfg
index babe893a79..287409b77c 100644
--- a/mindspore/lite/test/models_mindspore_mixbit.cfg
+++ b/mindspore/lite/test/models_mindspore_mixbit.cfg
@@ -1 +1 @@
-efficientnet.mindir
+efficientnet.mindir 40.64 9.98
diff --git a/mindspore/lite/test/run_benchmark_nets.sh b/mindspore/lite/test/run_benchmark_nets.sh
index 1bcc2a8be2..8eeec4cffe 100755
--- a/mindspore/lite/test/run_benchmark_nets.sh
+++ b/mindspore/lite/test/run_benchmark_nets.sh
@@ -253,10 +253,12 @@ function Run_Converter() {
 
     # Convert mindir mixbit weightquant models:
     while read line; do
-        model_name=${line}
-        if [[ $model_name == \#* ]]; then
+        line_info=${line}
+        if [[ $line_info == \#* ]]; then
           continue
         fi
+        model_name=`echo ${line_info}|awk -F ' ' '{print $1}'`
+
         echo ${model_name}'_7bit' >> "${run_converter_log_file}"
         echo './converter_lite  --fmk=MINDIR --modelFile='${models_path}'/'${model_name}' --outputFile='${ms_models_path}'/'${model_name}'_7bit  --quantType=WeightQuant --bitNum=7 --quantWeightSize=500 --quantWeightChannel=16' >> "${run_converter_log_file}"
         ./converter_lite  --fmk=MINDIR --modelFile=${models_path}/${model_name} --outputFile=${ms_models_path}/${model_name}'_7bit' --quantType=WeightQuant --bitNum=7 --quantWeightSize=500 --quantWeightChannel=16
@@ -551,22 +553,26 @@ function Run_x86() {
 
     # Run mindir mixbit weight quantization converted models:
     while read line; do
-        model_name=${line}
-        if [[ $model_name == \#* ]]; then
+        line_info=${line}
+        if [[ $line_info == \#* ]]; then
           continue
         fi
+        model_name=`echo ${line_info}|awk -F ' ' '{print $1}'`
+        accuracy_limit_7bit=`echo ${line_info}|awk -F ' ' '{print $2}'`
+        accuracy_limit_9bit=`echo ${line_info}|awk -F ' ' '{print $3}'`
+
         echo ${model_name} >> "${run_x86_log_file}"
         echo 'cd  '${x86_path}'/mindspore-lite-'${version}'-inference-linux-x64' >> "${run_x86_log_file}"
         cd ${x86_path}/mindspore-lite-${version}-inference-linux-x64 || return 1
-        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'_7bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'_7bit.ms.out' >> "${run_x86_log_file}"
-        export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}_7bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}_7bit.ms.out >> "${run_x86_log_file}"
+        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'_7bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'.ms.out --accuracyThreshold=${accuracy_limit_7bit}' >> "${run_x86_log_file}"
+        export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}_7bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}.ms.out --accuracyThreshold=${accuracy_limit_7bit} >> "${run_x86_log_file}"
         if [ $? = 0 ]; then
             run_result='x86: '${model_name}'_7bit pass'; echo ${run_result} >> ${run_benchmark_result_file}
         else
             run_result='x86: '${model_name}'_7bit failed'; echo ${run_result} >> ${run_benchmark_result_file}; return 1
         fi
-        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'_9bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'_9bit.ms.out' >> "${run_x86_log_file}"
-        export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}_9bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}_9bit.ms.out >> "${run_x86_log_file}"
+        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'_9bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'.ms.out --accuracyThreshold=${accuracy_limit_9bit}' >> "${run_x86_log_file}"
+        export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}_9bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}.ms.out --accuracyThreshold=${accuracy_limit_9bit} >> "${run_x86_log_file}"
         if [ $? = 0 ]; then
             run_result='x86: '${model_name}'_9bit pass'; echo ${run_result} >> ${run_benchmark_result_file}
         else
@@ -817,22 +823,26 @@ function Run_x86_sse() {
 
     # Run mindir mixbit weight quantization converted models:
     while read line; do
-        model_name=${line}
-        if [[ $model_name == \#* ]]; then
+        line_info=${line}
+        if [[ $line_info == \#* ]]; then
           continue
         fi
+        model_name=`echo ${line_info}|awk -F ' ' '{print $1}'`
+        accuracy_limit_7bit=`echo ${line_info}|awk -F ' ' '{print $2}'`
+        accuracy_limit_9bit=`echo ${line_info}|awk -F ' ' '{print $3}'`
+
         echo ${model_name} >> "${run_x86_sse_log_file}"
         echo 'cd  '${x86_path}'/mindspore-lite-'${version}'-inference-linux-x64-sse' >> "${run_x86_sse_log_file}"
         cd ${x86_path}/mindspore-lite-${version}-inference-linux-x64-sse || return 1
-        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'_7bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'_7bit.ms.out' >> "${run_x86_sse_log_file}"
-        export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}_7bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}_7bit.ms.out >> "${run_x86_sse_log_file}"
+        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'_7bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'.ms.out --accuracyThreshold=${accuracy_limit_7bit}' >> "${run_x86_sse_log_file}"
+        export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}_7bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}.ms.out --accuracyThreshold=${accuracy_limit_7bit} >> "${run_x86_sse_log_file}"
         if [ $? = 0 ]; then
             run_result='x86_sse: '${model_name}'_7bit pass'; echo ${run_result} >> ${run_benchmark_result_file}
         else
             run_result='x86_sse: '${model_name}'_7bit failed'; echo ${run_result} >> ${run_benchmark_result_file}; return 1
         fi
-        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'_9bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'_9bit.ms.out' >> "${run_x86_sse_log_file}"
-        export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}_9bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}_9bit.ms.out >> "${run_x86_sse_log_file}"
+        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'_9bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'.ms.out --accuracyThreshold=${accuracy_limit_9bit}' >> "${run_x86_sse_log_file}"
+        export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}_9bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}.ms.out --accuracyThreshold=${accuracy_limit_9bit} >> "${run_x86_sse_log_file}"
         if [ $? = 0 ]; then
             run_result='x86_sse: '${model_name}'_9bit pass'; echo ${run_result} >> ${run_benchmark_result_file}
         else
@@ -1083,22 +1093,26 @@ function Run_x86_avx() {
 
     # Run mindir mixbit weight quantization converted models:
     while read line; do
-        model_name=${line}
-        if [[ $model_name == \#* ]]; then
+        line_info=${line}
+        if [[ $line_info == \#* ]]; then
           continue
         fi
+        model_name=`echo ${line_info}|awk -F ' ' '{print $1}'`
+        accuracy_limit_7bit=`echo ${line_info}|awk -F ' ' '{print $2}'`
+        accuracy_limit_9bit=`echo ${line_info}|awk -F ' ' '{print $3}'`
+
         echo ${model_name} >> "${run_x86_avx_log_file}"
         echo 'cd  '${x86_path}'/mindspore-lite-'${version}'-inference-linux-x64-avx' >> "${run_x86_avx_log_file}"
         cd ${x86_path}/mindspore-lite-${version}-inference-linux-x64-avx || return 1
-        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'_7bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'_7bit.ms.out' >> "${run_x86_avx_log_file}"
-        export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}_7bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}_7bit.ms.out >> "${run_x86_avx_log_file}"
+        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'_7bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'.ms.out --accuracyThreshold=${accuracy_limit_7bit}' >> "${run_x86_avx_log_file}"
+        export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}_7bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}.ms.out --accuracyThreshold=${accuracy_limit_7bit} >> "${run_x86_avx_log_file}"
         if [ $? = 0 ]; then
             run_result='x86_avx: '${model_name}'_7bit pass'; echo ${run_result} >> ${run_benchmark_result_file}
         else
             run_result='x86_avx: '${model_name}'_7bit failed'; echo ${run_result} >> ${run_benchmark_result_file}; return 1
         fi
-        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'_9bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'_9bit.ms.out' >> "${run_x86_avx_log_file}"
-        export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}_9bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}_9bit.ms.out >> "${run_x86_avx_log_file}"
+        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'_9bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'.ms.out --accuracyThreshold=${accuracy_limit_9bit}' >> "${run_x86_avx_log_file}"
+        export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}_9bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}.ms.out --accuracyThreshold=${accuracy_limit_9bit} >> "${run_x86_avx_log_file}"
         if [ $? = 0 ]; then
             run_result='x86_avx: '${model_name}'_9bit pass'; echo ${run_result} >> ${run_benchmark_result_file}
         else