and most of it tells us that lines of code is a poor metric of programmer productivity.
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And that’s it. That’s all it takes. 40 lines of code is the baseline complexity for optimistic updates, editing even when the network is flakey (or gone for arbitrary amounts of time), fine-grained provenance, and so on.
Each has a PyTorch reference in reference.py and a starter Triton kernel in kernels/.