This is a different skill than writing Triton kernels. In Triton, the programmer is the compiler — deciding what goes where. In JAX, it’s a conversation with a compiler. The better the intent is expressed, the better code it generates. fori_loop said “do these sequentially.” vmap said “these are independent.” Same math. 45x difference.
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