torchdeploy

PyTorch Developer Podcast

PyTorch, Edward Yang, and Team PyTorch에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 PyTorch, Edward Yang, and Team PyTorch 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.

4+ y ago 13:42

MP3•에피소드 홈

torchdeploy is a way of running multiple Python interpreters inside the same process. It can be used to deploy Python PyTorch programs in situations where the GIL is a problem, not the CPython interpreter. How does it work, and what kind of challenges does it pose for people who want to write code that calls from C++ to Python?

Further reading.

How the torchdeploy build system works https://dev-discuss.pytorch.org/t/torch-deploy-the-build/238
Description of the single interpreter per Tensor invariant https://github.com/pytorch/pytorch/issues/57756
Recent work on making it possible to load C extensions into torchdeploy https://dev-discuss.pytorch.org/t/running-multiple-python-interpreters-via-custom-dynamic-loading/241

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