diff --git a/mindspore/ccsrc/plugin/device/cpu/kernel/eigen/sparse_sparse_maximum_cpu_kernel.cc b/mindspore/ccsrc/plugin/device/cpu/kernel/eigen/sparse_sparse_maximum_cpu_kernel.cc
index ed16e3a7759..4a14e95c5d4 100644
--- a/mindspore/ccsrc/plugin/device/cpu/kernel/eigen/sparse_sparse_maximum_cpu_kernel.cc
+++ b/mindspore/ccsrc/plugin/device/cpu/kernel/eigen/sparse_sparse_maximum_cpu_kernel.cc
@@ -201,6 +201,17 @@ void SparseSparseMaximumCpuKernelMod::CheckInputShape(const std::vector<KernelTe
   }
 }
 
+void SparseSparseMaximumCpuKernelMod::CheckShapeMatch(const std::vector<AddressPtr> &inputs) {
+  auto a_shape_ptr = reinterpret_cast<int64_t *>(inputs[kInputa_shapes]->addr);
+  auto b_shape_ptr = reinterpret_cast<int64_t *>(inputs[kInputb_shapes]->addr);
+  for (int64_t i = 0; i < num_dims_; ++i) {
+    if (a_shape_ptr[i] != b_shape_ptr[i]) {
+      MS_LOG(EXCEPTION) << "For '" << kernel_name_ << "', operand's shapes do not match at index " << i
+                        << ", got value: " << a_shape_ptr[i] << ", and " << b_shape_ptr[i];
+    }
+  }
+}
+
 bool SparseSparseMaximumCpuKernelMod::Launch(const std::vector<kernel::AddressPtr> &inputs,
                                              const std::vector<kernel::AddressPtr> &,
                                              const std::vector<kernel::AddressPtr> &outputs) {
@@ -227,6 +238,7 @@ bool SparseSparseMaximumCpuKernelMod::LaunchKernel(const std::vector<kernel::Add
   const int64_t a_nnz = a_nnz_;
   const int64_t num_dims = num_dims_;
   const int64_t b_nnz = b_nnz_;
+  CheckShapeMatch(inputs);
 
   auto a_values_ptr = reinterpret_cast<T *>(inputs[kInputa_values]->addr);
   Eigen::DSizes<Eigen::DenseIndex, 1> a_values_size(EIGEN_SHAPE_CAST(a_values_shape0_));
diff --git a/mindspore/ccsrc/plugin/device/cpu/kernel/eigen/sparse_sparse_maximum_cpu_kernel.h b/mindspore/ccsrc/plugin/device/cpu/kernel/eigen/sparse_sparse_maximum_cpu_kernel.h
index 232ca2706aa..3673b3febed 100644
--- a/mindspore/ccsrc/plugin/device/cpu/kernel/eigen/sparse_sparse_maximum_cpu_kernel.h
+++ b/mindspore/ccsrc/plugin/device/cpu/kernel/eigen/sparse_sparse_maximum_cpu_kernel.h
@@ -51,6 +51,7 @@ class SparseSparseMaximumCpuKernelMod : public NativeCpuKernelMod {
   bool LaunchKernel(const std::vector<AddressPtr> &inputs, const std::vector<AddressPtr> &outputs);
   void CheckInputShape(const std::vector<KernelTensorPtr> &inputs, const int64_t a_nnz, const int64_t b_nnz,
                        const int64_t num_dims);
+  void CheckShapeMatch(const std::vector<AddressPtr> &inputs);
 
   std::vector<KernelTensorPtr> outputs_;
   TypeId dtype_{kTypeUnknown};