// number of elements.
TYPED_TEST(ConstructScalarTensorTest, ValidTensorAttributesAfterConstruction) {
  Status status;
  TF_DataType dtype = TypeParam::kDType;
  typename TypeParam::type value = 42;
  Tensor tensor = Tensor::FromBuffer(/*dtype=*/dtype, /*shape=*/{},
                                     /*data=*/&value,
                                     /*len=*/sizeof(value),
                                     /*deleter=*/[](void*, size_t) {}, &status);

  ASSERT_TRUE(status.ok()) << status.message();

  TF_DataType dtype = TypeParam::kDType;
  typename TypeParam::type value = 42;
  Tensor original_tensor =
      Tensor::FromBuffer(/*dtype=*/dtype, /*shape=*/{},
                         /*data=*/&value,
                         /*len=*/sizeof(value),
                         /*deleter=*/[](void*, size_t) {}, &status);

  // a TFRT backed tensor.
  // TODO(bmzhao): Add benchmarks on overhead for this function; we can
  // consider using int64_t* + length rather than vector.
  static Tensor FromBuffer(TF_DataType dtype, const std::vector<int64_t>& shape,
                           void* data, size_t len, DeleterCallback deleter,
                           Status* status);