Deep learning and AI remain to evolve quickly, allowing enhancements in several areas like autonomous systems, and natural language processing. The power of both of these advanced technologies completely depends on HPC, and the main factor in any type of deep learning server is basically the GPU. GPUs offer the huge parallel processing power needed to train challenging deep learning-based models more rapidly and productively.