diff --git a/mindspore/lite/nnacl/fp16/conv_depthwise_fp16.c b/mindspore/lite/nnacl/fp16/conv_depthwise_fp16.c
index 35dfe0f46d..f4a2e74007 100644
--- a/mindspore/lite/nnacl/fp16/conv_depthwise_fp16.c
+++ b/mindspore/lite/nnacl/fp16/conv_depthwise_fp16.c
@@ -394,8 +394,8 @@ void DeconvDwC8Fp16(float16_t *output_data, const float16_t *input_data, const f
       }
       DeconvDepthwisePostFuncFp16(dst_data, bias, sliding->block_channel_, conv_param);
     }  // output C8 loop
-    src += sliding->in_step_;
-    dst += sliding->out_step_;
+    src += sliding->out_step_;
+    dst += sliding->in_step_;
   }  // batch loop
   // output nchwc8
 }
diff --git a/mindspore/lite/nnacl/fp32/conv_depthwise.c b/mindspore/lite/nnacl/fp32/conv_depthwise.c
index 7debf913e8..af25401f55 100644
--- a/mindspore/lite/nnacl/fp32/conv_depthwise.c
+++ b/mindspore/lite/nnacl/fp32/conv_depthwise.c
@@ -455,8 +455,8 @@ void DeconvDwC4Fp32(float *output_data, const float *input_data, const float *we
       }
       DeconvDepthwisePostFunc(dst_data, bias, sliding->block_channel_, conv_param);
     }  // output C4 loop
-    src += sliding->in_step_;
-    dst += sliding->out_step_;
+    src += sliding->out_step_;
+    dst += sliding->in_step_;
   }  // batch loop
   // output nhwc4
 }
diff --git a/mindspore/lite/nnacl/int8/conv_depthwise_int8.c b/mindspore/lite/nnacl/int8/conv_depthwise_int8.c
index 48918853d3..c13eea8f38 100644
--- a/mindspore/lite/nnacl/int8/conv_depthwise_int8.c
+++ b/mindspore/lite/nnacl/int8/conv_depthwise_int8.c
@@ -818,8 +818,8 @@ void DeconvDwInt8(int8_t *output_data, int32_t *output_buffer, const int16_t *in
                        conv_param->conv_quant_arg_.output_quant_args_[0].zp_,
                        conv_param->conv_quant_arg_.out_act_min_[0], conv_param->conv_quant_arg_.out_act_max_[0]);
     }  // output C4 loop
-    src += sliding->in_step_;
-    dst += sliding->out_step_;
+    src += sliding->out_step_;
+    dst += sliding->in_step_;
   }  // batch loop
   // output nhwc4
 }
diff --git a/mindspore/lite/tools/optimizer/graph/weight_format_hardcode_pass.cc b/mindspore/lite/tools/optimizer/graph/weight_format_hardcode_pass.cc
index f46fa88bc0..bb6406daa8 100644
--- a/mindspore/lite/tools/optimizer/graph/weight_format_hardcode_pass.cc
+++ b/mindspore/lite/tools/optimizer/graph/weight_format_hardcode_pass.cc
@@ -78,7 +78,7 @@ lite::STATUS WeightFormatHardCodePass::HardCodeONNX(const AnfNodePtr &conv_node,
       // deconv (C x K/group x kH x kW) group = 1
       // dedepth (C x K/group x kH x kW) group = channelIn ==> (C, multiplier, H, W)
       if (op_type == schema::PrimitiveType_Conv2D || op_type == schema::PrimitiveType_DepthwiseConv2D ||
-          op_type == schema::PrimitiveType_DeConv2D) {
+          op_type == schema::PrimitiveType_DeConv2D || op_type == schema::PrimitiveType_DeDepthwiseConv2D) {
         param_value->set_format(schema::Format::Format_KCHW);
       } else {
         MS_LOG(ERROR) << "Unsupported opType: " << EnumNamePrimitiveType(op_type)