diff --git a/src/operators/kernel/central-arm-func/conv_add_arm_func.h b/src/operators/kernel/central-arm-func/conv_add_arm_func.h
index d71bc235977236fbd0dd332df556ea4bd41eacf4..143ce56c86b9f4abe2e26508ab802f224eaa1725 100644
--- a/src/operators/kernel/central-arm-func/conv_add_arm_func.h
+++ b/src/operators/kernel/central-arm-func/conv_add_arm_func.h
@@ -118,13 +118,15 @@ void ConvAddCompute(const FusionConvAddParam<CPU> &param) {
   if (param.Groups() == param.Input()->dims()[1] &&
       param.Input()->dims()[1] == param.Output()->dims()[1] &&
       param.Filter()->dims()[2] == param.Filter()->dims()[3] &&
-      param.Filter()->dims()[2] == 3 && param.Strides()[0] == 1) {
+      param.Filter()->dims()[2] == 3 && param.Strides()[0] == 1 &&
+      param.Input()->dims()[2] == param.Input()->dims()[2]) {
     math::DepthwiseConv3x3s1p1(param.Input(), param.Filter(), param.Output(),
                                param.Bias(), true);
   } else if (param.Groups() == param.Input()->dims()[1] &&
              param.Input()->dims()[1] == param.Output()->dims()[1] &&
              param.Filter()->dims()[2] == param.Filter()->dims()[3] &&
-             param.Filter()->dims()[2] == 3 && param.Strides()[0] == 2) {
+             param.Filter()->dims()[2] == 3 && param.Strides()[0] == 2 &&
+             param.Input()->dims()[2] == param.Input()->dims()[2]) {
     //        math::DepthwiseConv3x3(param.Input(), param.Strides(),
     //        param.Paddings(),
     //                               param.Filter(), param.Bias(),
diff --git a/src/operators/kernel/central-arm-func/conv_add_bn_relu_arm_func.h b/src/operators/kernel/central-arm-func/conv_add_bn_relu_arm_func.h
index a7d14fbad1e4b72a8571d13898e55a6cad8bf9a8..2d7825ae14bc03d5f58cf45be0d28e52f45e139f 100644
--- a/src/operators/kernel/central-arm-func/conv_add_bn_relu_arm_func.h
+++ b/src/operators/kernel/central-arm-func/conv_add_bn_relu_arm_func.h
@@ -118,14 +118,16 @@ void ConvAddBNReluCompute(const FusionConvAddBNReluParam<CPU> &param) {
   if (param.Groups() == param.Input()->dims()[1] &&
       param.Input()->dims()[1] == param.Output()->dims()[1] &&
       param.Filter()->dims()[2] == param.Filter()->dims()[3] &&
-      param.Filter()->dims()[2] == 3 && param.Strides()[0] == 1) {
+      param.Filter()->dims()[2] == 3 && param.Strides()[0] == 1 &&
+      param.Input()->dims()[2] == param.Input()->dims()[2]) {
     math::DepthwiseConvAddBNRelu3x3s1p1(param.Input(), param.Filter(),
                                         param.Output(), param.NewScale(),
                                         param.NewBias(), true);
   } else if (param.Groups() == param.Input()->dims()[1] &&
              param.Input()->dims()[1] == param.Output()->dims()[1] &&
              param.Filter()->dims()[2] == param.Filter()->dims()[3] &&
-             param.Filter()->dims()[2] == 3 && param.Strides()[0] == 2) {
+             param.Filter()->dims()[2] == 3 && param.Strides()[0] == 2 &&
+             param.Input()->dims()[2] == param.Input()->dims()[2]) {
     //    math::DepthwiseConvAddBNRelu3x3s2p1(param.Input(), param.Filter(),
     //                                        param.Output(), param.NewScale(),
     //                                        param.NewBias(), 1);
diff --git a/src/operators/kernel/central-arm-func/conv_arm_func.h b/src/operators/kernel/central-arm-func/conv_arm_func.h
index e7a8c7f52db327f3ff5871566c3557c484ba4d13..14b5992e392247135ce229f64279b3997ee078b2 100644
--- a/src/operators/kernel/central-arm-func/conv_arm_func.h
+++ b/src/operators/kernel/central-arm-func/conv_arm_func.h
@@ -124,13 +124,15 @@ void ConvCompute(const ConvParam<CPU> &param) {
     if (param.Groups() == param.Input()->dims()[1] &&
         param.Input()->dims()[1] == param.Output()->dims()[1] &&
         param.Filter()->dims()[2] == param.Filter()->dims()[3] &&
-        param.Filter()->dims()[2] == 3 && param.Strides()[0] == 1) {
+        param.Filter()->dims()[2] == 3 && param.Strides()[0] == 1 &&
+        param.Input()->dims()[2] == param.Input()->dims()[2]) {
       math::DepthwiseConv3x3s1p1(param.Input(), param.Filter(), param.Output(),
                                  nullptr, false);
     } else if (param.Groups() == param.Input()->dims()[1] &&
                param.Input()->dims()[1] == param.Output()->dims()[1] &&
                param.Filter()->dims()[2] == param.Filter()->dims()[3] &&
-               param.Filter()->dims()[2] == 3) {
+               param.Filter()->dims()[2] == 3 &&
+               param.Input()->dims()[2] == param.Input()->dims()[2]) {
       math::DepthwiseConv3x3(param.Input(), param.Strides(), param.Paddings(),
                              param.Filter(), nullptr, param.Output(), false);
     } else {
diff --git a/src/operators/kernel/central-arm-func/conv_bn_add_relu_arm_func.h b/src/operators/kernel/central-arm-func/conv_bn_add_relu_arm_func.h
index 7c31eed19693d20084e25daa485a0553d5d795f2..67015e14d1662d747d82ea742d847c44c56063b2 100644
--- a/src/operators/kernel/central-arm-func/conv_bn_add_relu_arm_func.h
+++ b/src/operators/kernel/central-arm-func/conv_bn_add_relu_arm_func.h
@@ -122,14 +122,16 @@ void ConvBNAddReluCompute(const FusionConvBNAddReluParam<CPU> &param) {
   if (param.Groups() == param.Input()->dims()[1] &&
       param.Input()->dims()[1] == param.Output()->dims()[1] &&
       param.Filter()->dims()[2] == param.Filter()->dims()[3] &&
-      param.Filter()->dims()[2] == 3 && param.Strides()[0] == 1) {
+      param.Filter()->dims()[2] == 3 && param.Strides()[0] == 1 &&
+      param.Input()->dims()[2] == param.Input()->dims()[2]) {
     math::DepthwiseConvAddBNRelu3x3s1p1(param.Input(), param.Filter(),
                                         param.Output(), param.NewScale(),
                                         param.NewBias(), true);
   } else if (param.Groups() == param.Input()->dims()[1] &&
              param.Input()->dims()[1] == param.Output()->dims()[1] &&
              param.Filter()->dims()[2] == param.Filter()->dims()[3] &&
-             param.Filter()->dims()[2] == 3 && param.Strides()[0] == 2) {
+             param.Filter()->dims()[2] == 3 && param.Strides()[0] == 2 &&
+             param.Input()->dims()[2] == param.Input()->dims()[2]) {
     //    math::DepthwiseConvAddBNRelu3x3s2p1(param.Input(), param.Filter(),
     //                                        param.Output(), param.NewScale(),
     //                                        param.NewBias(), 1);
diff --git a/src/operators/kernel/central-arm-func/conv_bn_relu_arm_func.h b/src/operators/kernel/central-arm-func/conv_bn_relu_arm_func.h
index c6300f96e1b999c45538417c7b513068697ad4dd..426e2840b44030f67edca0a8e39cbcfbe7d958c7 100644
--- a/src/operators/kernel/central-arm-func/conv_bn_relu_arm_func.h
+++ b/src/operators/kernel/central-arm-func/conv_bn_relu_arm_func.h
@@ -117,14 +117,16 @@ void ConvBNReluCompute(const FusionConvBNReluParam<CPU> &param) {
   if (param.Groups() == param.Input()->dims()[1] &&
       param.Input()->dims()[1] == param.Output()->dims()[1] &&
       param.Filter()->dims()[2] == param.Filter()->dims()[3] &&
-      param.Filter()->dims()[2] == 3 && param.Strides()[0] == 1) {
+      param.Filter()->dims()[2] == 3 && param.Strides()[0] == 1 &&
+      param.Input()->dims()[2] == param.Input()->dims()[2]) {
     math::DepthwiseConvAddBNRelu3x3s1p1(param.Input(), param.Filter(),
                                         param.Output(), param.NewScale(),
                                         param.NewBias(), true);
   } else if (param.Groups() == param.Input()->dims()[1] &&
              param.Input()->dims()[1] == param.Output()->dims()[1] &&
              param.Filter()->dims()[2] == param.Filter()->dims()[3] &&
-             param.Filter()->dims()[2] == 3 && param.Strides()[0] == 2) {
+             param.Filter()->dims()[2] == 3 && param.Strides()[0] == 2 &&
+             param.Input()->dims()[2] == param.Input()->dims()[2]) {
     //    math::DepthwiseConvAddBNRelu3x3s2p1(param.Input(), param.Filter(),
     //                                        param.Output(), param.NewScale(),
     //                                        param.NewBias(), 1);
diff --git a/src/operators/kernel/central-arm-func/depthwise_conv_arm_func.h b/src/operators/kernel/central-arm-func/depthwise_conv_arm_func.h
index 73170bdab922a46831334307aebc8af210ddfb73..c8e969b854710f3b01eec6ebb4c38dd08d25fade 100644
--- a/src/operators/kernel/central-arm-func/depthwise_conv_arm_func.h
+++ b/src/operators/kernel/central-arm-func/depthwise_conv_arm_func.h
@@ -30,13 +30,15 @@ void DepthwiseConvCompute(const ConvParam<CPU> &param) {
   Bias.mutable_data<float>({param.Groups()});
   if (param.Groups() == param.Input()->dims()[1] &&
       param.Filter()->dims()[2] == param.Filter()->dims()[3] &&
-      param.Filter()->dims()[2] == 3 && param.Strides()[0] == 1) {
+      param.Filter()->dims()[2] == 3 && param.Strides()[0] == 1 &&
+      param.Input()->dims()[2] == param.Input()->dims()[3]) {
     math::DepthwiseConv3x3s1p1(param.Input(), param.Filter(), param.Output(),
                                &Bias, false);
   } else if (param.Groups() == param.Input()->dims()[1] &&
              param.Input()->dims()[1] == param.Output()->dims()[1] &&
              param.Filter()->dims()[2] == param.Filter()->dims()[3] &&
-             param.Filter()->dims()[2] == 3 && param.Strides()[0] == 2) {
+             param.Filter()->dims()[2] == 3 && param.Strides()[0] == 2 &&
+             param.Input()->dims()[2] == param.Input()->dims()[3]) {
     //    math::DepthwiseConv3x3(param.Input(), param.Strides(),
     //    param.Paddings(),
     //                           param.Filter(), &Bias, param.Output(), false);
diff --git a/src/operators/kernel/central-arm-func/dwconv_bn_relu_arm_func.h b/src/operators/kernel/central-arm-func/dwconv_bn_relu_arm_func.h
index b60bf9b4d6df9d85cc2fbe378a3904c2d13e5e60..797848365ef9b41f0ec96e0bed9551e49c03da6a 100644
--- a/src/operators/kernel/central-arm-func/dwconv_bn_relu_arm_func.h
+++ b/src/operators/kernel/central-arm-func/dwconv_bn_relu_arm_func.h
@@ -115,14 +115,16 @@ void DWConvBNReluCompute(const FusionDWConvBNReluParam<CPU> &param) {
   if (param.Groups() == param.Input()->dims()[1] &&
       param.Input()->dims()[1] == param.Output()->dims()[1] &&
       param.Filter()->dims()[2] == param.Filter()->dims()[3] &&
-      param.Filter()->dims()[2] == 3 && param.Strides()[0] == 1) {
+      param.Filter()->dims()[2] == 3 && param.Strides()[0] == 1 &&
+      param.Input()->dims()[2] == param.Input()->dims()[2]) {
     math::DepthwiseConvAddBNRelu3x3s1p1(param.Input(), param.Filter(),
                                         param.Output(), param.NewScale(),
                                         param.NewBias(), true);
   } else if (param.Groups() == param.Input()->dims()[1] &&
              param.Input()->dims()[1] == param.Output()->dims()[1] &&
              param.Filter()->dims()[2] == param.Filter()->dims()[3] &&
-             param.Filter()->dims()[2] == 3 && param.Strides()[0] == 2) {
+             param.Filter()->dims()[2] == 3 && param.Strides()[0] == 2 &&
+             param.Input()->dims()[2] == param.Input()->dims()[2]) {
     //    math::DepthwiseConvAddBNRelu3x3s2p1(param.Input(), param.Filter(),
     //                                        param.Output(), param.NewScale(),
     //                                        param.NewBias(), 1);