// Store for checking if this page equals wp-login.php
$page_viewed = basename( $_SERVER['REQUEST_URI'] );

// permalink to the custom login page
$login_page  = get_permalink( 'CUSTOM_LOGIN_PAGE_ID' );

if( $page_viewed == "wp-login.php" ) {
    wp_redirect( $login_page );
    exit();
}