Cut roast in half; place into a 5-qt. slow cooker. Top with potatoes, parsnips, carrots, celery, onion, and garlic.
In a medium bowl, combine thyme, rosemary, bay leaves, pepper, broth, and diced tomatoes; pour over vegetables.
Cover and cook on low for 8 hours or until meat and vegetables are tender. Remove bay leaves before eating.