How to number the posts (ie #1, #2, #3) in a wp_query?

$the_query = new WP_Query( $args );
while ( $the_query->have_posts() ) :
    $the_query->the_post();
    echo('#' . $the_query->current_post + 1); // $the_query->current_post has the index
endwhile;