AWS 讲解 Trainium 上的 PyTorch 性能分析实战方法
AWS 两位工程师在 PyTorch 大会上手把手教你从 torch.profiler 调到硬件周期级，Trainium 优化性能的实用流程。
AWS 工程师 Esha Lakhotia 和 Pinak Panigrahi 将在 PyTorch Conference North America 上介绍性能分析流程。内容涵盖从 torch.profiler 采集到硬件周期级调试的完整链路。AWS Trainium 芯片现已成为 PyTorch 的标准设备类型。演讲还会展示 AI 辅助分析，自动给出优化建议。议程时间为 10 月 21 日 12:20 PM。
From torch.profiler to Hardware Cycles: A Practical Profiling Playbook
AWS Trainium: designed from the ground up for next generation AI training and inference is now a standard PyTorch device. When you need to optimize, the tools are built in. Esha Lakhotia and Pinak Panigrahi of @awscloud will walk you from torch.profiler capture to cycle-level hardware debugging, with AI-assisted analysis that suggests fixes at PyTorch Conference North America.
📅 Oct 21 | 12:20 PM | LL21ABC Join us in San Jose, October 20-21: https://t.co/jBApW8nESi #PyTorchCon