diff --git a/paddle/fluid/operators/unfold_op.cc b/paddle/fluid/operators/unfold_op.cc
index 0a36b6ef8408873a532883031e831a5ea21838e0..5c0eb64993b55646203a91e7bbc6d978105e8027 100644
--- a/paddle/fluid/operators/unfold_op.cc
+++ b/paddle/fluid/operators/unfold_op.cc
@@ -107,6 +107,42 @@ class UnfoldOp : public framework::OperatorWithKernel {
             "But recieved dims(strides: %u) != dims(dilations: %u).",
             strides.size(), dilations.size()));
 
+    // check kernel_sizes
+    PADDLE_ENFORCE_GT(kernel_sizes[0], 0,
+                      platform::errors::InvalidArgument(
+                          "The `kernel_sizes` should be greater than zero, "
+                          "but recieved kernel_height: %d kernel_width: %d.",
+                          kernel_sizes[0], kernel_sizes[1]));
+    PADDLE_ENFORCE_GT(kernel_sizes[1], 0,
+                      platform::errors::InvalidArgument(
+                          "The `kernel_sizes` should be greater than zero, "
+                          "but recieved kernel_height: %d kernel_width: %d.",
+                          kernel_sizes[0], kernel_sizes[1]));
+    // check strides
+    PADDLE_ENFORCE_GT(strides[0], 0,
+                      platform::errors::InvalidArgument(
+                          "The `strides` should be greater than zero, "
+                          "but recieved strides_height: %d strides_width: %d.",
+                          strides[0], strides[1]));
+    PADDLE_ENFORCE_GT(strides[1], 0,
+                      platform::errors::InvalidArgument(
+                          "The `strides` should be greater than zero, "
+                          "but recieved strides_height: %d strides_width: %d.",
+                          strides[0], strides[1]));
+    // check dilations
+    PADDLE_ENFORCE_GT(
+        dilations[0], 0,
+        platform::errors::InvalidArgument(
+            "The `dilations` should be greater than zero, "
+            "but recieved dilations_height: %d dilations_width: %d.",
+            dilations[0], dilations[1]));
+    PADDLE_ENFORCE_GT(
+        dilations[1], 0,
+        platform::errors::InvalidArgument(
+            "The `dilations` should be greater than zero, "
+            "but recieved dilations_height: %d dilations_width: %d.",
+            dilations[0], dilations[1]));
+
     std::vector<int> out_dims;
     out_dims.push_back(in_dims[0]);