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PyTorch Conference North America 2026 will feature a talk by Huawei's Zesheng Zong on achieving full API parity across heterogeneous accelerators, highlighting the adaptation of 600,000+ upstream test cases and the new Cross-Repository CI Relay for real-time bidirectional testing.
A blog post detailing how to detect silent NPU fallback on Snapdragon in CI, including methods like running on real hardware, gating on coefficient of variation, and parsing ORT profiling JSON to identify fallen-back ops.