!7708 [MSLITE][Develop] Refactor arithmetic populate and add eltwise int8 kernel

Merge pull request !7708 from sunsuodong/eltwise_int8

mindspore/lite/src/ops/arithmetic.h

@@ -39,11 +39,11 @@ class Arithmetic : public PrimitiveC {
   }
 #endif
   int InferShape(std::vector<lite::Tensor *> inputs_, std::vector<lite::Tensor *> outputs_) override;
-  bool Broadcasting() { return this->broadcasting_; }
+  bool Broadcasting() const { return this->broadcasting_; }
-  int NDims() { return this->ndim_; }
+  int NDims() const { return this->ndim_; }
-  std::vector<int> InShape0() { return this->in_shape0_; }
+  std::vector<int> InShape0() const { return this->in_shape0_; }
-  std::vector<int> InShape1() { return this->in_shape1_; }
+  std::vector<int> InShape1() const { return this->in_shape1_; }
-  std::vector<int> OutputShape() { return this->out_shape_; }
+  std::vector<int> OutputShape() const { return this->out_shape_; }
 
  protected:
   bool broadcasting_ = false;

mindspore/lite/src/ops/eltwise.h

@@ -21,20 +21,20 @@
 #include <set>
 #include <cmath>
 #include "src/ops/primitive_c.h"
+#include "src/ops/arithmetic.h"
 
 namespace mindspore {
 namespace lite {
-class Eltwise : public PrimitiveC {
+class Eltwise : public Arithmetic {
  public:
 #ifdef PRIMITIVE_WRITEABLE
-  MS_DECLARE_PARENT(Eltwise, PrimitiveC);
+  MS_DECLARE_PARENT(Eltwise, Arithmetic);
   Eltwise() = default;
-  explicit Eltwise(schema::PrimitiveT *primitive) : PrimitiveC(primitive) {}
+  explicit Eltwise(schema::PrimitiveT *primitive) : Arithmetic(primitive) {}
   void SetMode(int mode);
 
 #else
   Eltwise() = default;
-
   int UnPackToFlatBuilder(const schema::Primitive *primitive, flatbuffers::FlatBufferBuilder *fbb) override;
 #endif
   int GetMode() const;

mindspore/lite/src/ops/populate/add_populate.cc

@@ -1,46 +0,0 @@
-/**
- * Copyright 2019-2020 Huawei Technologies Co., Ltd
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-#include "src/ops/add.h"
-#include "src/ops/primitive_c.h"
-#include "src/ops/populate/populate_register.h"
-#include "nnacl/arithmetic_common.h"
-
-namespace mindspore {
-namespace lite {
-OpParameter *PopulateAddParameter(const mindspore::lite::PrimitiveC *primitive) {
-  ArithmeticParameter *arithmetic_param = reinterpret_cast<ArithmeticParameter *>(malloc(sizeof(ArithmeticParameter)));
-  if (arithmetic_param == nullptr) {
-    MS_LOG(ERROR) << "malloc ArithmeticParameter failed.";
-    return nullptr;
-  }
-  memset(arithmetic_param, 0, sizeof(ArithmeticParameter));
-  arithmetic_param->op_parameter_.type_ = primitive->Type();
-  arithmetic_param->broadcasting_ = ((lite::Arithmetic *)primitive)->Broadcasting();
-  arithmetic_param->ndim_ = ((lite::Arithmetic *)primitive)->NDims();
-  arithmetic_param->activation_type_ =
-    reinterpret_cast<mindspore::lite::Add *>(const_cast<mindspore::lite::PrimitiveC *>(primitive))->GetActivationType();
-  auto tmp_shape = ((lite::Arithmetic *)primitive)->InShape0();
-  memcpy(arithmetic_param->in_shape0_, static_cast<void *>(tmp_shape.data()), tmp_shape.size() * sizeof(int));
-  tmp_shape = ((lite::Arithmetic *)primitive)->InShape1();
-  memcpy(arithmetic_param->in_shape1_, static_cast<void *>(tmp_shape.data()), tmp_shape.size() * sizeof(int));
-  tmp_shape = ((lite::Arithmetic *)primitive)->OutputShape();
-  memcpy(arithmetic_param->out_shape_, static_cast<void *>(tmp_shape.data()), tmp_shape.size() * sizeof(int));
-  return reinterpret_cast<OpParameter *>(arithmetic_param);
-}
-Registry AddParameterRegistry(schema::PrimitiveType_Add, PopulateAddParameter);
-}  // namespace lite
-}  // namespace mindspore

mindspore/lite/src/ops/populate/arithmetic_populate.cc

@@ -13,8 +13,13 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
-
 #include "src/ops/arithmetic.h"
+#include "src/ops/add.h"
+#include "src/ops/sub.h"
+#include "src/ops/mul.h"
+#include "src/ops/div.h"
+#include "src/ops/eltwise.h"
+#include "src/ops/greater_equal.h"
 #include "src/common/log_adapter.h"
 #include "src/tensor.h"
 #include "src/ops/primitive_c.h"
@@ -22,27 +27,98 @@
 
 namespace mindspore {
 namespace lite {
+ArithmeticParameter *PopulateArithmeticCommonPara(const mindspore::lite::PrimitiveC *primitive) {
+  ArithmeticParameter *param = reinterpret_cast<ArithmeticParameter *>(malloc(sizeof(ArithmeticParameter)));
+  if (param == nullptr) {
+    MS_LOG(ERROR) << "malloc ArithmeticParameter failed.";
+    return nullptr;
+  }
+  memset(param, 0, sizeof(ArithmeticParameter));
+  param->op_parameter_.type_ = primitive->Type();
+  param->broadcasting_ = reinterpret_cast<const lite::Arithmetic *>(primitive)->Broadcasting();
+  param->ndim_ = reinterpret_cast<const lite::Arithmetic *>(primitive)->NDims();
+  param->activation_type_ = 0;
+
+  auto tmp_shape = reinterpret_cast<const lite::Arithmetic *>(primitive)->InShape0();
+  memcpy(param->in_shape0_, static_cast<void *>(tmp_shape.data()), tmp_shape.size() * sizeof(int));
+  tmp_shape = reinterpret_cast<const lite::Arithmetic *>(primitive)->InShape1();
+  memcpy(param->in_shape1_, static_cast<void *>(tmp_shape.data()), tmp_shape.size() * sizeof(int));
+  tmp_shape = reinterpret_cast<const lite::Arithmetic *>(primitive)->OutputShape();
+  memcpy(param->out_shape_, static_cast<void *>(tmp_shape.data()), tmp_shape.size() * sizeof(int));
+  return param;
+}
 
 OpParameter *PopulateArithmetic(const mindspore::lite::PrimitiveC *primitive) {
-  ArithmeticParameter *arithmetic_param = reinterpret_cast<ArithmeticParameter *>(malloc(sizeof(ArithmeticParameter)));
+  ArithmeticParameter *param = PopulateArithmeticCommonPara(primitive);
-  if (arithmetic_param == nullptr) {
+  if (param == nullptr) {
-    MS_LOG(ERROR) << "malloc ArithmeticParameter failed.";
+    MS_LOG(ERROR) << "PopulateArithmeticCommonPara failed.";
+    return nullptr;
+  }
+  return reinterpret_cast<OpParameter *>(param);
+}
+
+OpParameter *PopulateAddParameter(const mindspore::lite::PrimitiveC *primitive) {
+  ArithmeticParameter *param = PopulateArithmeticCommonPara(primitive);
+  if (param == nullptr) {
+    MS_LOG(ERROR) << "PopulateArithmeticCommonPara failed.";
+    return nullptr;
+  }
+  param->activation_type_ = reinterpret_cast<const mindspore::lite::Add *>(primitive)->GetActivationType();
+  return reinterpret_cast<OpParameter *>(param);
+}
+
+OpParameter *PopulateSubParameter(const mindspore::lite::PrimitiveC *primitive) {
+  ArithmeticParameter *param = PopulateArithmeticCommonPara(primitive);
+  if (param == nullptr) {
+    MS_LOG(ERROR) << "PopulateArithmeticCommonPara failed.";
     return nullptr;
   }
-  memset(arithmetic_param, 0, sizeof(ArithmeticParameter));
+  param->activation_type_ = reinterpret_cast<const mindspore::lite::Sub *>(primitive)->GetActivationType();
-  arithmetic_param->op_parameter_.type_ = primitive->Type();
+  return reinterpret_cast<OpParameter *>(param);
-  arithmetic_param->broadcasting_ = ((lite::Arithmetic *)primitive)->Broadcasting();
+}
-  arithmetic_param->ndim_ = ((lite::Arithmetic *)primitive)->NDims();
 
-  arithmetic_param->activation_type_ = 0;
+OpParameter *PopulateMulParameter(const mindspore::lite::PrimitiveC *primitive) {
+  ArithmeticParameter *param = PopulateArithmeticCommonPara(primitive);
+  if (param == nullptr) {
+    MS_LOG(ERROR) << "PopulateArithmeticCommonPara failed.";
+    return nullptr;
+  }
+  param->activation_type_ = reinterpret_cast<const mindspore::lite::Mul *>(primitive)->GetActivationType();
+  return reinterpret_cast<OpParameter *>(param);
+}
 
-  auto tmp_shape = ((lite::Arithmetic *)primitive)->InShape0();
+OpParameter *PopulateDivParameter(const mindspore::lite::PrimitiveC *primitive) {
-  memcpy(arithmetic_param->in_shape0_, static_cast<void *>(tmp_shape.data()), tmp_shape.size() * sizeof(int));
+  ArithmeticParameter *param = PopulateArithmeticCommonPara(primitive);
-  tmp_shape = ((lite::Arithmetic *)primitive)->InShape1();
+  if (param == nullptr) {
-  memcpy(arithmetic_param->in_shape1_, static_cast<void *>(tmp_shape.data()), tmp_shape.size() * sizeof(int));
+    MS_LOG(ERROR) << "PopulateArithmeticCommonPara failed.";
-  tmp_shape = ((lite::Arithmetic *)primitive)->OutputShape();
+    return nullptr;
-  memcpy(arithmetic_param->out_shape_, static_cast<void *>(tmp_shape.data()), tmp_shape.size() * sizeof(int));
+  }
-  return reinterpret_cast<OpParameter *>(arithmetic_param);
+  param->activation_type_ = reinterpret_cast<const mindspore::lite::Div *>(primitive)->GetActivationType();
+  return reinterpret_cast<OpParameter *>(param);
+}
+
+OpParameter *PopulateEltwiseParameter(const mindspore::lite::PrimitiveC *primitive) {
+  ArithmeticParameter *param = PopulateArithmeticCommonPara(primitive);
+  if (param == nullptr) {
+    MS_LOG(ERROR) << "PopulateArithmeticCommonPara failed.";
+    return nullptr;
+  }
+  auto eltwise = reinterpret_cast<const mindspore::lite::Eltwise *>(primitive);
+  switch (eltwise->GetMode()) {
+    case schema::EltwiseMode_PROD:
+      param->op_parameter_.type_ = schema::PrimitiveType_Mul;
+      break;
+    case schema::EltwiseMode_SUM:
+      param->op_parameter_.type_ = schema::PrimitiveType_Add;
+      break;
+    case schema::EltwiseMode_MAXIMUM:
+      param->op_parameter_.type_ = schema::PrimitiveType_Maximum;
+      break;
+    default:
+      free(param);
+      return nullptr;
+  }
+  return reinterpret_cast<OpParameter *>(param);
 }
 
 Registry RealDivParameterRegistry(schema::PrimitiveType_RealDiv, PopulateArithmetic);
@@ -51,6 +127,7 @@ Registry ParameterRegistry(schema::PrimitiveType_LogicalOr, PopulateArithmetic);
 Registry EqualParameterRegistry(schema::PrimitiveType_Equal, PopulateArithmetic);
 Registry LessParameterRegistry(schema::PrimitiveType_Less, PopulateArithmetic);
 Registry GreaterParameterRegistry(schema::PrimitiveType_Greater, PopulateArithmetic);
+Registry GreaterEqualParameterRegistry(schema::PrimitiveType_GreaterEqual, PopulateArithmetic);
 Registry NotEqualParameterRegistry(schema::PrimitiveType_NotEqual, PopulateArithmetic);
 Registry LessEqualParameterRegistry(schema::PrimitiveType_LessEqual, PopulateArithmetic);
 Registry MaximumParameterRegistry(schema::PrimitiveType_Maximum, PopulateArithmetic);
@@ -58,5 +135,10 @@ Registry MinimumParameterRegistry(schema::PrimitiveType_Minimum, PopulateArithme
 Registry FloorDivParameterRegistry(schema::PrimitiveType_FloorDiv, PopulateArithmetic);
 Registry FloorModParameterRegistry(schema::PrimitiveType_FloorMod, PopulateArithmetic);
 Registry SquaredDifferenceParameterRegistry(schema::PrimitiveType_SquaredDifference, PopulateArithmetic);
+Registry AddParameterRegistry(schema::PrimitiveType_Add, PopulateAddParameter);
+Registry SubParameterRegistry(schema::PrimitiveType_Sub, PopulateSubParameter);
+Registry MulParameterRegistry(schema::PrimitiveType_Mul, PopulateMulParameter);
+Registry DivParameterRegistry(schema::PrimitiveType_Div, PopulateDivParameter);
+Registry EltwiseParameterRegistry(schema::PrimitiveType_Eltwise, PopulateEltwiseParameter);
 }  // namespace lite
 }  // namespace mindspore

mindspore/lite/src/ops/populate/div_populate.cc

@@ -1,47 +0,0 @@
-/**
- * Copyright 2019-2020 Huawei Technologies Co., Ltd
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-#include "src/ops/div.h"
-#include "src/ops/primitive_c.h"
-#include "src/ops/populate/populate_register.h"
-
-namespace mindspore {
-namespace lite {
-
-OpParameter *PopulateDivParameter(const mindspore::lite::PrimitiveC *primitive) {
-  ArithmeticParameter *arithmetic_param = reinterpret_cast<ArithmeticParameter *>(malloc(sizeof(ArithmeticParameter)));
-  if (arithmetic_param == nullptr) {
-    MS_LOG(ERROR) << "malloc ArithmeticParameter failed.";
-    return nullptr;
-  }
-  memset(arithmetic_param, 0, sizeof(ArithmeticParameter));
-  arithmetic_param->op_parameter_.type_ = primitive->Type();
-  arithmetic_param->broadcasting_ = ((lite::Arithmetic *)primitive)->Broadcasting();
-  arithmetic_param->ndim_ = ((lite::Arithmetic *)primitive)->NDims();
-  arithmetic_param->activation_type_ =
-    reinterpret_cast<mindspore::lite::Div *>(const_cast<mindspore::lite::PrimitiveC *>(primitive))->GetActivationType();
-  auto tmp_shape = ((lite::Arithmetic *)primitive)->InShape0();
-  memcpy(arithmetic_param->in_shape0_, static_cast<void *>(tmp_shape.data()), tmp_shape.size() * sizeof(int));
-  tmp_shape = ((lite::Arithmetic *)primitive)->InShape1();
-  memcpy(arithmetic_param->in_shape1_, static_cast<void *>(tmp_shape.data()), tmp_shape.size() * sizeof(int));
-  tmp_shape = ((lite::Arithmetic *)primitive)->OutputShape();
-  memcpy(arithmetic_param->out_shape_, static_cast<void *>(tmp_shape.data()), tmp_shape.size() * sizeof(int));
-  return reinterpret_cast<OpParameter *>(arithmetic_param);
-}
-Registry DivParameterRegistry(schema::PrimitiveType_Div, PopulateDivParameter);
-
-}  // namespace lite
-}  // namespace mindspore

mindspore/lite/src/ops/populate/eltwise_populate.cc

@@ -1,52 +0,0 @@
-/**
- * Copyright 2019-2020 Huawei Technologies Co., Ltd
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-#include "src/ops/eltwise.h"
-#include "src/ops/primitive_c.h"
-#include "src/ops/populate/populate_register.h"
-#include "nnacl/arithmetic_common.h"
-
-namespace mindspore {
-namespace lite {
-
-OpParameter *PopulateEltwiseParameter(const mindspore::lite::PrimitiveC *primitive) {
-  ArithmeticParameter *arithmetic_param = reinterpret_cast<ArithmeticParameter *>(malloc(sizeof(ArithmeticParameter)));
-  if (arithmetic_param == nullptr) {
-    MS_LOG(ERROR) << "malloc ArithmeticParameter failed.";
-    return nullptr;
-  }
-  memset(arithmetic_param, 0, sizeof(ArithmeticParameter));
-  auto eltwise = reinterpret_cast<mindspore::lite::Eltwise *>(const_cast<mindspore::lite::PrimitiveC *>(primitive));
-  switch (eltwise->GetMode()) {
-    case schema::EltwiseMode_PROD:
-      arithmetic_param->op_parameter_.type_ = schema::PrimitiveType_Mul;
-      break;
-    case schema::EltwiseMode_SUM:
-      arithmetic_param->op_parameter_.type_ = schema::PrimitiveType_Add;
-      break;
-    case schema::EltwiseMode_MAXIMUM:
-      arithmetic_param->op_parameter_.type_ = schema::PrimitiveType_Maximum;
-      break;
-    default:
-      free(arithmetic_param);
-      return nullptr;
-  }
-  return reinterpret_cast<OpParameter *>(arithmetic_param);
-}
-Registry EltwiseParameterRegistry(schema::PrimitiveType_Eltwise, PopulateEltwiseParameter);
-
-}  // namespace lite
-}  // namespace mindspore

mindspore/lite/src/ops/populate/mul_populate.cc

@@ -1,48 +0,0 @@
-/**
- * Copyright 2019-2020 Huawei Technologies Co., Ltd
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-#include "src/ops/mul.h"
-#include "nnacl/arithmetic_common.h"
-#include "src/ops/primitive_c.h"
-#include "src/ops/populate/populate_register.h"
-
-namespace mindspore {
-namespace lite {
-
-OpParameter *PopulateMulParameter(const mindspore::lite::PrimitiveC *primitive) {
-  ArithmeticParameter *arithmetic_param = reinterpret_cast<ArithmeticParameter *>(malloc(sizeof(ArithmeticParameter)));
-  if (arithmetic_param == nullptr) {
-    MS_LOG(ERROR) << "malloc ArithmeticParameter failed.";
-    return nullptr;
-  }
-  memset(arithmetic_param, 0, sizeof(ArithmeticParameter));
-  arithmetic_param->op_parameter_.type_ = primitive->Type();
-  arithmetic_param->broadcasting_ = ((lite::Arithmetic *)primitive)->Broadcasting();
-  arithmetic_param->ndim_ = ((lite::Arithmetic *)primitive)->NDims();
-  arithmetic_param->activation_type_ =
-    reinterpret_cast<mindspore::lite::Mul *>(const_cast<mindspore::lite::PrimitiveC *>(primitive))->GetActivationType();
-  auto tmp_shape = ((lite::Arithmetic *)primitive)->InShape0();
-  memcpy(arithmetic_param->in_shape0_, static_cast<void *>(tmp_shape.data()), tmp_shape.size() * sizeof(int));
-  tmp_shape = ((lite::Arithmetic *)primitive)->InShape1();
-  memcpy(arithmetic_param->in_shape1_, static_cast<void *>(tmp_shape.data()), tmp_shape.size() * sizeof(int));
-  tmp_shape = ((lite::Arithmetic *)primitive)->OutputShape();
-  memcpy(arithmetic_param->out_shape_, static_cast<void *>(tmp_shape.data()), tmp_shape.size() * sizeof(int));
-  return reinterpret_cast<OpParameter *>(arithmetic_param);
-}
-Registry MulParameterRegistry(schema::PrimitiveType_Mul, PopulateMulParameter);
-
-}  // namespace lite
-}  // namespace mindspore

mindspore/lite/src/ops/populate/sub_populate.cc

@@ -1,47 +0,0 @@
-/**
- * Copyright 2019-2020 Huawei Technologies Co., Ltd
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-#include "src/ops/sub.h"
-#include "src/ops/primitive_c.h"
-#include "src/ops/populate/populate_register.h"
-#include "nnacl/arithmetic_common.h"
-
-namespace mindspore {
-namespace lite {
-
-OpParameter *PopulateSubParameter(const mindspore::lite::PrimitiveC *primitive) {
-  ArithmeticParameter *arithmetic_param = reinterpret_cast<ArithmeticParameter *>(malloc(sizeof(ArithmeticParameter)));
-  if (arithmetic_param == nullptr) {
-    MS_LOG(ERROR) << "malloc ArithmeticParameter failed.";
-    return nullptr;
-  }
-  memset(arithmetic_param, 0, sizeof(ArithmeticParameter));
-  arithmetic_param->op_parameter_.type_ = primitive->Type();
-  arithmetic_param->broadcasting_ = ((lite::Arithmetic *)primitive)->Broadcasting();
-  arithmetic_param->ndim_ = ((lite::Arithmetic *)primitive)->NDims();
-  arithmetic_param->activation_type_ =
-    reinterpret_cast<mindspore::lite::Sub *>(const_cast<mindspore::lite::PrimitiveC *>(primitive))->GetActivationType();
-  auto tmp_shape = ((lite::Arithmetic *)primitive)->InShape0();
-  memcpy(arithmetic_param->in_shape0_, static_cast<void *>(tmp_shape.data()), tmp_shape.size() * sizeof(int));
-  tmp_shape = ((lite::Arithmetic *)primitive)->InShape1();
-  memcpy(arithmetic_param->in_shape1_, static_cast<void *>(tmp_shape.data()), tmp_shape.size() * sizeof(int));
-  tmp_shape = ((lite::Arithmetic *)primitive)->OutputShape();
-  memcpy(arithmetic_param->out_shape_, static_cast<void *>(tmp_shape.data()), tmp_shape.size() * sizeof(int));
-  return reinterpret_cast<OpParameter *>(arithmetic_param);
-}
-Registry SubParameterRegistry(schema::PrimitiveType_Sub, PopulateSubParameter);
-}  // namespace lite
-}  // namespace mindspore

mindspore/lite/src/runtime/kernel/arm/int8/arithmetic_int8.cc

@@ -15,6 +15,8 @@
  */
 
 #include "src/runtime/kernel/arm/int8/arithmetic_int8.h"
+#include "src/runtime/kernel/arm/int8/add_int8.h"
+#include "src/runtime/kernel/arm/int8/mul_int8.h"
 #include "nnacl/arithmetic_common.h"
 #include "schema/model_generated.h"
 #include "src/kernel_registry.h"
@@ -27,11 +29,14 @@ using mindspore::lite::RET_ERROR;
 using mindspore::lite::RET_OK;
 using mindspore::lite::RET_PARAM_INVALID;
 
+using mindspore::schema::PrimitiveType_Add;
+using mindspore::schema::PrimitiveType_Eltwise;
 using mindspore::schema::PrimitiveType_Equal;
 using mindspore::schema::PrimitiveType_Greater;
 using mindspore::schema::PrimitiveType_GreaterEqual;
 using mindspore::schema::PrimitiveType_Less;
 using mindspore::schema::PrimitiveType_LessEqual;
+using mindspore::schema::PrimitiveType_Mul;
 using mindspore::schema::PrimitiveType_NotEqual;
 
 namespace mindspore::kernel {
@@ -159,11 +164,15 @@ kernel::LiteKernel *CpuArithmeticInt8KernelCreator(const std::vector<lite::Tenso
                                                    const std::vector<lite::Tensor *> &outputs, OpParameter *parameter,
                                                    const lite::InnerContext *ctx, const kernel::KernelKey &desc,
                                                    const mindspore::lite::PrimitiveC *primitive) {
-  if (parameter == nullptr) {
+  kernel::LiteKernel *kernel = nullptr;
-    MS_LOG(ERROR) << "Input parameter is null!";
+  if (desc.type == PrimitiveType_Eltwise && static_cast<schema::PrimitiveType>(parameter->type_) == PrimitiveType_Add) {
-    return nullptr;
+    kernel = new (std::nothrow) QuantizedAddCPUKernel(parameter, inputs, outputs, ctx, primitive);
+  } else if (desc.type == PrimitiveType_Eltwise &&
+             static_cast<schema::PrimitiveType>(parameter->type_) == PrimitiveType_Mul) {
+    kernel = new (std::nothrow) MulInt8CPUKernel(parameter, inputs, outputs, ctx, primitive);
+  } else {
+    kernel = new (std::nothrow) ArithmeticInt8CPUKernel(parameter, inputs, outputs, ctx, primitive);
   }
-  auto kernel = new (std::nothrow) ArithmeticInt8CPUKernel(parameter, inputs, outputs, ctx, primitive);
   if (kernel == nullptr) {
     MS_LOG(ERROR) << "Create ArithmeticInt8CPUKernel failed, name: " << parameter->name_;
     free(parameter);
@@ -185,5 +194,5 @@ REG_KERNEL(kCPU, kNumberTypeInt8, PrimitiveType_Less, CpuArithmeticInt8KernelCre
 REG_KERNEL(kCPU, kNumberTypeInt8, PrimitiveType_LessEqual, CpuArithmeticInt8KernelCreator)
 REG_KERNEL(kCPU, kNumberTypeInt8, PrimitiveType_Greater, CpuArithmeticInt8KernelCreator)
 REG_KERNEL(kCPU, kNumberTypeInt8, PrimitiveType_GreaterEqual, CpuArithmeticInt8KernelCreator)
-
+REG_KERNEL(kCPU, kNumberTypeInt8, PrimitiveType_Eltwise, CpuArithmeticInt8KernelCreator)
 }  // namespace mindspore::kernel