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Accelerator Choice Is Not Enough: AlphaFold2 Inference on Cloud TPUs

Pazienza, Lorenzo et al.
arXiv (All) · Papers
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AlphaFold2 is written in JAX, so the same inference code compiles and runs unchanged on CPUs, GPUs and Google Cloud TPUs. That portability makes the accelerator look like the main decision a user has to make. We show that it is not. Running one AlphaFold2 inference workload across a Colab CPU runtim
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