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Re:ModelingToolkit.jl, an IR and Compiler for Scientific Models by ddragon on Thursday May 16, 2019 @10:22PM (#19935646)
The latest release of DiffEq.jl seems to support it (and the creator commented on it), but I wouldn't know the details.

http://juliadiffeq.org/2019/05/09/GPU.html

https://news.ycombinator.com/item?id=19877173

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