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FP8 Training on AMD GPUs with TorchTitan and TorchAO: Upstreaming Performance Improvements

PyTorch Blog · published 13 August 2026

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https://github.com/pytorch/ao/pull/2736

github.com

https://github.com/pytorch/ao/pull/4311

github.com

https://github.com/pytorch/ao/pull/4113

github.com

https://github.com/pytorch/ao/pull/3972

github.com

https://github.com/pytorch/ao/pull/4069

github.com

https://github.com/pytorch/ao/pull/1142

github.com

https://github.com/pytorch/ao/pull/1150

github.com

https://github.com/pytorch/ao/pull/2225

github.com

https://github.com/pytorch/torchtitan/pull/920

github.com

https://github.com/pytorch/torchtitan/pull/2156

github.com

https://github.com/pytorch/ao/pull/3996

github.com

https://github.com/pytorch/ao/pull/3945

github.com

https://github.com/pytorch/ao/pull/3952

github.com

https://github.com/pytorch/ao/pull/4024

github.com

https://github.com/pytorch/ao/tree/main/torchao/float8

github.com

https://github.com/pytorch/torchtitan

github.com

https://rocm.docs.amd.com/en/latest/what-is-rocm.html

rocm.docs.amd.com

https://www.amd.com/en/developer/ai-dev-program.html?utm_source=Pytorch&utm_medium=pytorch-blog&utm_campaign=adp-aig&utm_id=adp-aig&utm_content=aig-blog

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