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PyTorch 2.7 Release

PyTorch Blog · published 24 April 2025

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https://github.com/pytorch/pytorch/releases/tag/v2.7.0

github.com

https://www.nvidia.com/en-us/data-center/technologies/blackwell-architecture/

nvidia.com

https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.html

docs.nvidia.com

https://docs.google.com/spreadsheets/d/1TzGkWuUMF1yTe88adz1dt2mzbIsZLd3PBasy588VWgk/edit?usp=sharing

docs.google.com

https://github.com/pytorch/pytorch/issues/145949

github.com

https://www.intel.com/content/www/us/en/products/details/processors/core-ultra.html?__hstc=132719121.aa651a99b124340a5fb3ec9595433350.1746067012285.1746067012285.1746069227708.2&__hssc=132719121.4.1746069227708&__hsfp=737915754

intel.com

https://www.intel.com/content/www/us/en/products/docs/discrete-gpus/arc/desktop/b-series/overview.html?__hstc=132719121.aa651a99b124340a5fb3ec9595433350.1746067012285.1746067012285.1746069227708.2&__hssc=132719121.4.1746069227708&__hsfp=737915754

intel.com

Elsewhere on pytorch.org (10)

https://pytorch.org/get-started/pytorch-2.0/

pytorch.org

https://pytorch.org/tutorials/recipes/torch_compile_torch_function_modes.html

pytorch.org

https://pytorch.org/tutorials/recipes/torch_compile_caching_tutorial.html

pytorch.org

https://discuss.pytorch.org/t/distributed-w-torchtitan-breaking-barriers-training-long-context-llms-with-1m-sequence-length-in-pytorch-using-context-parallel/215082

discuss.pytorch.org

https://pytorch.org/tutorials/prototype/context_parallel.html

pytorch.org

https://pytorch.org/docs/main/notes/get_start_xpu.html

pytorch.org

https://pytorch.org/tutorials/prototype/inductor_windows.html

pytorch.org

https://pytorch.org/tutorials/prototype/pt2e_quant_xpu_inductor.html

pytorch.org

https://pytorch.org/tutorials/recipes/foreach_map.html

pytorch.org

FlexAttention: The Flexibility of PyTorch with the Performance of FlashAttention Read at the source ↗