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We are interested in this, but for now we do not have this feature in our immediate milestones. If you are interested in helping on this you are very welcome to contribute.
I see Halide had autodiff func by this paper, https://people.csail.mit.edu/tzumao/gradient_halide/gradient_halide.pdf
Will you plan to add autodiff for tiramisu ?
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