Accelerating Performance, Optimizing TCO, and Simplifying Ease of Use for Machine and Deep Learning Workloads
This ESG Technical Validation documents evaluation of Dell EMC Ready Solutions for AI: Deep Learning with Intel. We focused on understanding the performance, ease of use, and total cost of ownership (TCO) of the solution. To validate the full stack performance, we measured the number of tokens per second processed when training the Token2Token Big Transformer model and evaluated how Nauta, an open source initiative by Intel, accelerates deep learning model training. We also compared how Nauta simplifies the deep learning training process, and how the TCO of Deep Learning with Intel compares to running the same tasks on a leading public cloud AI service.