get_partial_sigmoid Function

  function get_partial_sigmoid(this, upstream_grad) result(output)
    implicit none
    class(array_type), intent(inout) :: this
    type(array_type), intent(in) :: upstream_grad
    type(array_type) :: output
    logical :: this_is_temporary_local
    type(array_type), pointer :: ptr

    this_is_temporary_local = this%is_temporary
    this%is_temporary = .false.
    ptr => 1._real32 - this
    ptr => upstream_grad * this * ptr
    this%is_temporary = this_is_temporary_local
    call output%assign_and_deallocate_source(ptr)
  end function get_partial_sigmoid