TorchTPU:在 TPU 上原生执行 PyTorch 的混合即时/编译架构
TorchTPU - A Hybrid Eager/Compiled Architecture for Native PyTorch Execution on TPU
Claudio Basile, Michael Voznesensky, Gunhyun Park, Ben Wilson, Parker Holloway, Zhanyong Wan, Vlad Belous, Manish Khanna 等 53 位作者
AI 速览:Google 与 Meta 合作开源 TorchTPU,为 Google TPU 提供原生 PyTorch 后端,兼顾开箱即用与训练/推理性能。
TorchTPU is an open-source collaboration between Google and Meta that introduces a native and principled PyTorch backend for Google TPUs. It enables seamless out-of-the-box model execution and TPU migration while delivering industry-competitive inference and training performance through eager execution optimizations, torch.compile integration, and native hardware acceleration.