diff --git a/paddle/fluid/operators/scatter_nd_add_op.cc b/paddle/fluid/operators/scatter_nd_add_op.cc
index 144e7ceae20c1665e5ebd80a8e090f14faf70321..2d23e81717abb8653dff0ec78942676339dc52e7 100644
--- a/paddle/fluid/operators/scatter_nd_add_op.cc
+++ b/paddle/fluid/operators/scatter_nd_add_op.cc
@@ -50,10 +50,15 @@ class ScatterNdAddOp : public framework::OperatorWithKernel {
     PADDLE_ENFORCE_LE(
         index_dims[index_dims_size - 1], ref_dims_size,
         platform::errors::InvalidArgument(
-            "Input(Index).shape[-1] should be no greater than Input(X).rank"));
+            "The last dimension of Input(Index)'s shape should be no greater "
+            "than the rank of Input(X), but received the last dimension of "
+            "Input(Index)'s shape is %d, the rank of Input(X) is %d.",
+            index_dims[index_dims_size - 1], ref_dims_size));
     PADDLE_ENFORCE_GE(index_dims_size, 2UL,
                       platform::errors::InvalidArgument(
-                          "The rank of Input(Index) should be greater than 1"));
+                          "The rank of Input(Index) should be greater than 1, "
+                          "but received the rank of Input(Index) is %d.",
+                          index_dims_size));
 
     // update.shape = index.shape[:-1] + output.shape[index.shape[-1]:]
     std::vector<int64_t> r_updates_dims;
@@ -66,12 +71,21 @@ class ScatterNdAddOp : public framework::OperatorWithKernel {
 
     PADDLE_ENFORCE_EQ(
         r_updates_dims.size(), updates_dims_size,
-        platform::errors::InvalidArgument("Updates has wrong shape"));
+        platform::errors::InvalidArgument(
+            "Updates has wrong shape. The shape of Updates and Input(Updates) "
+            "should be same, but received the shape of Updates is %d, "
+            "the shape of Input(Updates) is %d.",
+            r_updates_dims.size(), updates_dims_size));
 
     for (int64_t i = 0; i < updates_dims_size; ++i) {
       PADDLE_ENFORCE_EQ(
           r_updates_dims[i], updates_dims[i],
-          platform::errors::InvalidArgument("Updates has wrong shape"));
+          platform::errors::InvalidArgument(
+              "Updates has wrong shape. The dimensions of Updates and "
+              "Input(Updates) should match, but received Updates's"
+              "%d-th dimension is %d, Input(Updates)'s %d-th "
+              "dimension is %d.",
+              i, r_updates_dims[i], i, updates_dims[i]));
     }
     ctx->SetOutputDim("Out", ref_dims);
     ctx->ShareLoD("X", /*->*/ "Out");
diff --git a/paddle/fluid/operators/scatter_op.cc b/paddle/fluid/operators/scatter_op.cc
index 3fc40d41c308177b6bd6f4355f23870d38257fd4..f0faa0c57983393fbfed4dc5e21b2a9742f51668 100644
--- a/paddle/fluid/operators/scatter_op.cc
+++ b/paddle/fluid/operators/scatter_op.cc
@@ -41,15 +41,24 @@ class ScatterOp : public framework::OperatorWithKernel {
     auto ref_dims = ctx->GetInputDim("X");
     PADDLE_ENFORCE_EQ(
         ctx->GetInputDim("Ids").size(), 1,
-        platform::errors::InvalidArgument("Update Ids should be 1-D."));
+        platform::errors::InvalidArgument(
+            "The size of Input(Ids)'s shape should be equal to 1, but "
+            "received the rank of Input(Ids) is %d.",
+            ctx->GetInputDim("Ids").size()));
     PADDLE_ENFORCE_EQ(
         ref_dims.size(), updates_dims.size(),
         platform::errors::InvalidArgument(
-            "Rerence and Updates should have the same shape size."));
-    PADDLE_ENFORCE_EQ(ctx->GetInputDim("Updates")[0],
-                      ctx->GetInputDim("Ids")[0],
-                      platform::errors::InvalidArgument(
-                          "Updates and Ids should have same batch-size."));
+            "Input(X) and Input(Updates) should have the same shape size, "
+            "but received the size of Input(x)'s shape is %d, the size of "
+            "Input(Updates)'s shape is %d.",
+            ref_dims.size(), updates_dims.size()));
+    PADDLE_ENFORCE_EQ(
+        ctx->GetInputDim("Updates")[0], ctx->GetInputDim("Ids")[0],
+        platform::errors::InvalidArgument(
+            "Input(Updates) and Input(Ids) should have same batch-size, but"
+            " received Input(Updates)'s batch-size is %d, Input(Ids)'s "
+            "batch-size is %d.",
+            ctx->GetInputDim("Updates")[0], ctx->GetInputDim("Ids")[0]));
     ctx->SetOutputDim("Out", ref_dims);
     ctx->ShareLoD("X", /*->*/ "Out");
   }
diff --git a/python/paddle/fluid/tests/unittests/test_scatter_nd_op.py b/python/paddle/fluid/tests/unittests/test_scatter_nd_op.py
index 35bb4487c6aaee84c9e5c6691b4e3d5ec2f5ae07..59d1ede5a0b534fa726722ccf021bafeb2a313f8 100644
--- a/python/paddle/fluid/tests/unittests/test_scatter_nd_op.py
+++ b/python/paddle/fluid/tests/unittests/test_scatter_nd_op.py
@@ -242,7 +242,7 @@ class TestScatterNdOpRaise(unittest.TestCase):
                 output5 = fluid.layers.scatter_nd_add(ref5, index5, updates5)
             except Exception as e:
                 t = \
-                "Input(Index).shape[-1] should be no greater than Input(X).rank"
+                "The last dimension of Input(Index)'s shape should be no greater "
                 if t in str(e):
                     raise IndexError