No. You were ineligible for the initial filing, as you had two separate marriage dates. You can abandon the current process, get the annulment, and refile. The new filing will be with the initial, original marriage date and document.
It may not end up being to your preferred timeline for the kids' college or whatever, but it was your error to get married twice for whatever reason, and that has messed up your eligibility for a visa. It has added time to the process.