Recently, Machine Learning leaped into the computing mainstream and now ML is advancing across all enterprise applications. GPU usage models are penetrating new industries and advanced servers with GPUs will take deep learning to new performance levels that augment Artificial Intelligence. New server architecture innovations will drive higher levels of performance in ML applications. As GPUs become more powerful, GPU networks will need to be more efficient as well. Supermicro has advanced the state-of-the-art in GPU-optimized server architectures, perfect for the emerging deep learning applications.