LinkedIn 将在 PyTorch Conference 分享基于 Ray 的异构弹性训练栈
LinkedIn 工程师要讲他们怎么用 Ray 把 CPU 预处理和 GPU 训练串起来跑强化学习，做分布式训练的可以听听他们的实践经验。
LinkedIn 工程师 Tommy Li 和 Tao Huang 将于 10 月 20 日在 PyTorch Conference North America 2026 上发表闪电演讲 Ray All the Way Down。演讲介绍 Ray 如何在 LinkedIn 的分布式管线中协调 CPU 预处理与 GPU 训练。该方案面向强化学习工作流，提供高性能、弹性扩缩和灵活的数据加载。会议地点在 San Jose。
Ray All the Way Down: A Heterogeneous, Elastic PyTorch Training Stack at LinkedIn
Join Tommy Li and Tao Huang from @LinkedIn at PyTorch Conference North America 2026 for their lightning talk, Ray All the Way Down, on October 20.
They will share how Ray coordinates CPU preprocessing and GPU training across LinkedIn's distributed pipelines, maintaining high performance, resilient scaling, and flexible data loading for reinforcement learning workflows.
Join the open source AI community in San Jose: https://t.co/jBApW8nESi
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