diff --git a/lite/backends/opencl/cl_kernel/image/depthwise_conv2d_kernel.cl b/lite/backends/opencl/cl_kernel/image/depthwise_conv2d_kernel.cl
index 5626fe6be7d451d4ffe22a2008affa7d82298bc3..8410262af6baa1ba0e0dd118ae49a99d55bcbf82 100755
--- a/lite/backends/opencl/cl_kernel/image/depthwise_conv2d_kernel.cl
+++ b/lite/backends/opencl/cl_kernel/image/depthwise_conv2d_kernel.cl
@@ -244,7 +244,7 @@ __kernel void depth_conv2d_3x3(
   WRITE_IMG_TYPE(CL_DTYPE_CHAR, output_image, output_pos, output);
 }
 
-__kernel void depth_conv2d_3x3s1(__private const int ou_ch_blk,
+__kernel void depth_conv2d_3x3d1(__private const int ou_ch_blk,
                                  __private const int ou_w_blk,
                                  __private const int ou_nh,
                                  __read_only image2d_t input,
diff --git a/lite/kernels/opencl/conv_image_compute.cc b/lite/kernels/opencl/conv_image_compute.cc
index fed8171cc273b437be411225363bf4a732769ae3..d60be36322964521d255984278d80209861d3e33 100644
--- a/lite/kernels/opencl/conv_image_compute.cc
+++ b/lite/kernels/opencl/conv_image_compute.cc
@@ -149,9 +149,9 @@ void ConvImageCompute::PrepareForRun() {
   } else if (filter_dims[1] == 1 && x_dims[1] == output_dims[1] &&
              kernel_h == 3 && kernel_w == 3 && groups > 1) {
     // depth_conv2d_3x3s1, depth_conv2d_3x3
-    if (stride_h == 1 && dilations[0] == 1) {
-      kernel_func_names_.push_back("depth_conv2d_3x3s1");
-      impl_ = &ConvImageCompute::DepthwiseConv2d3x3s1;
+    if (dilations[0] == 1) {
+      kernel_func_names_.push_back("depth_conv2d_3x3d1");
+      impl_ = &ConvImageCompute::DepthwiseConv2d3x3d1;
       {
         // depthwise spl gws s1
         int c_block = (output_dims[1] + 3) / 4;
@@ -1462,7 +1462,7 @@ void ConvImageCompute::Conv2d7x7opt(bool is_turn) {
     CLRuntime::Global()->command_queue().finish();
   }
 }
-void ConvImageCompute::DepthwiseConv2d3x3s1(bool is_turn) {
+void ConvImageCompute::DepthwiseConv2d3x3d1(bool is_turn) {
   auto& context = ctx_->As<OpenCLContext>();
   CHECK(context.cl_context() != nullptr);
   const auto& param = *param_.get_mutable<param_t>();
diff --git a/lite/kernels/opencl/conv_image_compute.h b/lite/kernels/opencl/conv_image_compute.h
index 64276a5721cb20718604d91d3cfac31e583ddbf1..bdb2a8d8c3e8ceda6f7ec49f49a90ccefb419bdd 100644
--- a/lite/kernels/opencl/conv_image_compute.h
+++ b/lite/kernels/opencl/conv_image_compute.h
@@ -63,7 +63,7 @@ class ConvImageCompute : public KernelLite<TARGET(kOpenCL),
   void Conv2d5x5opt(bool is_turn = false);
   void Conv2d7x7(bool is_turn = false);
   void Conv2d7x7opt(bool is_turn = false);
-  void DepthwiseConv2d3x3s1(bool is_turn = false);
+  void DepthwiseConv2d3x3d1(bool is_turn = false);
   void DepthwiseConv2d3x3(bool is_turn = false);
   void DepthwiseConv2d(bool is_turn = false);