Distributed training in the field of Artificial Intelligence (AI) has gained significant attention in recent years due to its ability to accelerate the training process by leveraging multiple computing resources. However, it is important to acknowledge that there are also several disadvantages associated with distributed training. Let’s explore these drawbacks in detail, providing a comprehensive