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v0.11.2

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@github-actions github-actions released this 04 Dec 09:10
· 112 commits to main since this release

New feature

This version supports the new noarch build variant that replaces universal kernels. Noarch builds use the build variant format torch-<backend>. This solves two issues that the universal variant has:

  1. A kernel without AoT-compiled might still be backend-specific. E.g. NVIDIA CuTe-based kernels are not universal in the sense that they don't work on non-NVIDIA GPUs.
  2. We cannot specify dependencies per backend.

This change introduces support for loading noarch kernels. In the future, we will start emitting deprecation warnings for universal kernels (to eventually remove support).

Full Changelog: v0.11.1...v0.11.2