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How I Solved PyTorch’s Cross-Platform Nightmare

Miloš Švaňa – ai, python, software engineering, decision-making and more · published 1 September 2025

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https://docs.astral.sh/uv/guides/integration/pytorch/

docs.astral.sh

https://peps.python.org/pep-0508/

peps.python.org

https://astral.sh/pyx

astral.sh

https://onnxruntime.ai/

onnxruntime.ai

https://url.to/the.wheel

url.to

https://download.pytorch.org/whl/cpu/torch-2.7.1%2Bcpu-cp312-cp312-manylinux_2_28_x86_64.whl

download.pytorch.org

https://download.pytorch.org/whl/cpu/torch-2.7.1%2Bcpu-cp313-cp313-manylinux_2_28_x86_64.whl

download.pytorch.org

https://download.pytorch.org/whl/pytorch_triton_xpu-3.3.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

download.pytorch.org

https://download.pytorch.org/whl/pytorch_triton_xpu-3.3.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

download.pytorch.org

https://download.pytorch.org/whl/xpu/torch-2.7.1%2Bxpu-cp312-cp312-linux_x86_64.whl

download.pytorch.org

https://download.pytorch.org/whl/xpu/torch-2.7.1%2Bxpu-cp313-cp313-linux_x86_64.whl

download.pytorch.org

https://download.pytorch.org/whl/cu126/torch-2.7.1%2Bcu126-cp312-cp312-manylinux_2_28_x86_64.whl

download.pytorch.org

https://download.pytorch.org/whl/cu126/torch-2.7.1%2Bcu126-cp313-cp313-manylinux_2_28_x86_64.whl

download.pytorch.org