How do you deliver full API parity across heterogeneous accelerators with zero additional overhead?

At PyTorch Conference North America 2026, Zesheng Zong (@Huawei), PyTorch Foundation Ambassador and Accelerator Integration Working Group Co-Chair, will share key technical updates on backend integration.

The community is adapting over 600,000 upstream test cases to be generic across all backends, providing a scalable path toward complete API parity. Alongside this effort, Cross-Repository CI Relay connects every PyTorch pull request directly to accelerator repositories, enabling real-time bidirectional testing, early regression detection, and a lower barrier to entry for out-of-tree hardware maintainers.

Join us in San Jose, California next week to see how these foundational updates simplify hardware enablement across the ecosystem: https://hubs.la/Q04v4SL60

#PyTorchCon @Zesheng_Zong

Register | PyTorch Conference North America: The Deep Learning Conference

Source: https://events.linuxfoundation.org/pytorch-conference-north-america/register/?utm_campaign=41307495-PyTorch%20Conference%202026%20-%20North%20America&utm_source=Speakers

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