diff --git a/mindspore/ccsrc/frontend/parallel/ops_info/conv2d_info.cc b/mindspore/ccsrc/frontend/parallel/ops_info/conv2d_info.cc
index 94db178195e..04c546432c0 100644
--- a/mindspore/ccsrc/frontend/parallel/ops_info/conv2d_info.cc
+++ b/mindspore/ccsrc/frontend/parallel/ops_info/conv2d_info.cc
@@ -302,12 +302,12 @@ Status Conv2DInfo::CheckStrategy(const StrategyPtr &strategy) {
     }
   }
 
-  // if the h/w dimension is split, need to exchange overlap
-  if (input_strategy[2] > 1) {
+  // if the h/w dimension is split, and the pad mode is not "valid", need to exchange overlap
+  if (input_strategy[2] > 1 && pad_mode_ != 2) {
     h_dim_need_exchange_overlap_ = true;
   }
 
-  if (input_strategy[3] > 1) {
+  if (input_strategy[3] > 1 && pad_mode_ != 2) {
     w_dim_need_exchange_overlap_ = true;
   }
   return SUCCESS;
@@ -556,8 +556,12 @@ void Conv2DInfo::InferOverlapSizeForWDim() {
   }
 }
 
-void Conv2DInfo::CheckOverlapSizeNonNegative() {
-  // check h dimension
+void Conv2DInfo::CheckHDimensionOverlapSizeNonNegative() {
+  if (h_dimension_shard_num_ == 1) {
+    MS_LOG(INFO) << name_ << ": The h dimension is not shard";
+    return;
+  }
+
   int64_t h_first_rank_bottom_size = ComputeOverlapBottomSizeByRankBias(0);
   if (h_first_rank_bottom_size < 0) {
     MS_LOG(EXCEPTION) << name_ << ": The bottom overlap size of h dimension rank bias 0 must be positive, but it is "
@@ -579,8 +583,13 @@ void Conv2DInfo::CheckOverlapSizeNonNegative() {
     MS_LOG(EXCEPTION) << name_ << ": The top overlap size of h dimension last rank bias must be positive, but it is "
                       << h_last_rank_top_size;
   }
+}
 
-  // check w dimension
+void Conv2DInfo::CheckWDimensionOverlapSizeNonNegative() {
+  if (w_dimension_shard_num_ == 1) {
+    MS_LOG(INFO) << name_ << ": The w dimension is not shard";
+    return;
+  }
   int64_t w_first_rank_right_size = ComputeOverlapRightSizeByRankBias(0);
   if (w_first_rank_right_size < 0) {
     MS_LOG(EXCEPTION) << name_ << ": The right overlap size of w dimension rank bias 0 must be positive, but it is "
@@ -604,6 +613,11 @@ void Conv2DInfo::CheckOverlapSizeNonNegative() {
   }
 }
 
+void Conv2DInfo::CheckOverlapSizeNonNegative() {
+  CheckHDimensionOverlapSizeNonNegative();
+  CheckWDimensionOverlapSizeNonNegative();
+}
+
 void Conv2DInfo::InferOverlapSize() {
   InferOverlapSizeForHDim();
   InferOverlapSizeForWDim();
diff --git a/mindspore/ccsrc/frontend/parallel/ops_info/conv2d_info.h b/mindspore/ccsrc/frontend/parallel/ops_info/conv2d_info.h
index 445c167aab6..6bbd4b2f3a7 100644
--- a/mindspore/ccsrc/frontend/parallel/ops_info/conv2d_info.h
+++ b/mindspore/ccsrc/frontend/parallel/ops_info/conv2d_info.h
@@ -53,6 +53,8 @@ class Conv2DInfo : public OperatorInfo {
   void InferAdjacentRankInfo();
   std::vector<int64_t> GetAdjacentRankIdsAndBiases(int64_t rank_id, const std::string &dimension);
   void InferOverlapSize();
+  void CheckHDimensionOverlapSizeNonNegative();
+  void CheckWDimensionOverlapSizeNonNegative();
   void CheckOverlapSizeNonNegative();
   void InferOverlapSizeForHDim();
   void InferOverlapSizeForWDim();
diff --git a/tests/ut/python/parallel/test_conv2d.py b/tests/ut/python/parallel/test_conv2d.py
index 6f91d3e27a9..980a31ceede 100644
--- a/tests/ut/python/parallel/test_conv2d.py
+++ b/tests/ut/python/parallel/test_conv2d.py
@@ -100,6 +100,21 @@ def test_conv2d_pad_mode():
     compile_net(net, _x3)
 
 
+def test_conv2d_valid_mode_output_shape_cannot_div_by_strategy():
+    """
+    Feature: test conv2d valid mode, and output shape can not div by strategy
+    Description: shard w
+    Expectation: compile failed
+    """
+    context.set_auto_parallel_context(parallel_mode="semi_auto_parallel", device_num=8, global_rank=0)
+    strategy1 = ((1, 1, 1, 8), (1, 1, 1, 1))
+    strategy2 = ((1, 1, 1, 1),)
+    net = Net(_w1, out_channel=8, kernel_size=2, pad_mode="valid", stride=4,
+              strategy1=strategy1, strategy2=strategy2)
+    with pytest.raises(RuntimeError):
+        compile_net(net, _x3)
+
+
 def test_conv2d_data_parallel_invalid_stride():
     """
     Feature: test conv2d invalid stride