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PyTorch 2.9 Release Blog

PyTorch Blog · published 15 October 2025

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https://github.com/pytorch/pytorch/releases/tag/v2.9.0
github.com
https://github.com/pytorch/pytorch/blob/release/2.9/torch/csrc/stable/accelerator.h
github.com
https://github.com/pytorch/pytorch/blob/release/2.9/torch/csrc/stable/tensor_struct.h
github.com
https://github.com/pytorch/pytorch/blob/release/2.9/torch/csrc/stable/ops.h
github.com
https://github.com/Dao-AILab/flash-attention/pull/1791
github.com
https://pytorchconference.sched.com/event/27QCS
pytorchconference.sched.com
https://www.amd.com/en/developer/resources/technical-articles/2025/pytorch-2-9-wheel-variant-support-expands-to-rocm.html
amd.com
https://variant-proposal.wheelnext.dev/
variant-proposal.wheelnext.dev
https://urldefense.com/v3/__https:/hud.pytorch.org/benchmark/compilers?dashboard=torchinductor&startTime=Sat*2C*2014*20Jun*202025*2014*3A09*3A51*20GMT&stopTime=Fri*2C*2012*20Sep*202025*2014*3A09*3A51*20GMT&granularity=week&mode=inference&dtype=bfloat16&deviceName=cpu*20(aarch64
urldefense.com
Elsewhere on pytorch.org (4)