xla_allocator_);
  }
  return std::move(arguments);
}

// Construct the tensor for the given type and buffer.
static Tensor MakeTensor(DataType dtype, const TensorShape& shape,
                         se::DeviceMemoryBase buffer, Allocator* allocator) {
  size_t expected_size = shape.num_elements() * DataTypeSize(dtype);