A Deep Analysis on Optimal Single Server Performance of ResNet50 in MLPerf Training Benchmarks

lots of factors can influence the training performance. In this article, we use the ResNet50 model from MLPerf Training v1.0 benchmarks as an example to describe how to improve training speed with hardware and software optimization

OpenRMC Provides Open Rack Management Solution to Help Data Centers Reduce Costs and Boost Efficienc...

Integrates hardware and software that helps data centers improve construction efficiency, simplifies operations management, and enhances operational efficiency.

Standardization for Advancing Heterogeneous AI Computing Platforms

New specification provides current system compatibility and a framework for mixed accelerator hardware applications

The Future of Data Centers Is Greener, More Open Computing

As basic IT infrastructure shifts from the on-prem private IT datacenter to the public/hybrid cloud with the growing demand for more computing performance, the world is facing a new challenge

The Evolution of the Rack-scale System in the 5G Era

As the world enters the 5G era, the common impression is that 5G will bring down consumer prices of information services.