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We're working on some of the DSL-related parts of this in https://github.com/aesara-devs https://github.com/aesara-devs
by btwillard 4y ago
We're working on some of the DSL-related parts of this in https://github.com/aesara-devs https://github.com/aesara-devs
- mccoyb 4y agoBrandon, I’m curious how the goals of your representation differ from, say, Jaxprs. Why should I look at Aesara’s representation of multi-dimensional array programs when I might already use JAX’s? Does Aesara support a staging transformation that allows me to construct programs in your representation from a subset of Python? I’m personally interested in the answers to these questions, given what I know about IREE, JAX, and XLA — as a user in the space, I haven’t been able to determine how Aesara would actually benefit me over JAX. Note that I know that Aesara can use JAX as a backend — but I’m trying to ascertain what one extra layer buys me.