Hardware2d ago
Hardware
Scaling ML Systems to Trillion-Trillion FLOPs
A trillion trillion floating point operations defines the new scale for massive ML systems. This technical deep-dive examines the infrastructure required to sustain such compute loads without catastrophic failure. Engineers must now prioritize interconnect stability and power density over raw chip speed. These constraints dictate how the next generation of foundation models will be trained.