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

AWS demonstrates how to profile and analyze deep learning model inference performance on its Trainium AI chip using TorchNeuron, an open-source PyTorch backend. The guide covers configuring torch.profiler, interpreting performance data, and tracing operations through hardware execution.