Profiling TorchNeuron (Part 1): System-level profiling on AWS Trainium.

Migrating deep learning workloads away from traditional GPUs can yield substantial infrastructure savings, but only if operators know how to diagnose the architectural bottlenecks unique to custom silicon. The engineering teams at AWS and Hugging Face outline a systematic approach to system-level