When is too soon to pack the bag for the hospital? I'll be 31 weeks Saturday but baby boy is…

When is too soon to pack the bag for the hospital?

I'll be 31 weeks Saturday but baby boy is measuring 33 weeks. Since he's so big they're not really sure on when he'll come so it worries me I won't be prepared.