Fathom Computing is developing high-performance machine learning computers, built to run both training and inference workflows for very large scale artificial neural networks (ANNs).

 

Data movements, not logic operations, are the bottleneck in computing. Fathom's all digital electro-optical architecture focuses innovation precisely in this area, enabling orders of magnitude more data bandwidth at chip, rack and warehouse scale. This high-bandwidth architecture results in ML performance improvements significantly beyond what is possible in electronics-only systems.