[doc] performance: groups of operations by compute-intensity #14757
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I found this really good summary of 3 groups of operations in transformers by their compute-intensity from https://arxiv.org/abs/2007.00072
I adapted it to be generic as it was originally written to be specific to data movements.
I think it'd make a great addition to the performance doc.
@sgugger