Machine Learning Chips & Compute9 min reading time

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

Hugging FacePublished 4 days ago

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.

#aws #deep-learning-profiling #pytorch #torchneuron #trainium

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

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