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Precompile for cuDNN 9.1+ and simplify build scripts #93

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merged 1 commit into from
Aug 12, 2024

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jonatanklosko
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We currently precompile for cuDNN 8, but at this point I think it's fair to expect people run using CUDA 12 and cuDNN 9. This PR changes it so that we precompile with CUDA 12.3 and cuDNN 9.1, which matches Jax.

I also merged the Dockerfiles for different targets using build variants.

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I already run the build and verified that EXLA tests give the same results on the GPU.

Once I implement #92, I will release xla 0.8.0, so we can bump in nx and make a new nx/exla release. And the next Livebook release is already going to include cuDNN 9 in the CUDA image.

@jonatanklosko jonatanklosko merged commit 362dd15 into main Aug 12, 2024
@jonatanklosko jonatanklosko deleted the jk-rework branch August 12, 2024 17:08
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