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Verified Tensor-Program Optimization Via High-Level ...

f = BoundaryConditions::constant_exterior(image,0); buf(x) = f(x); output(x) = buf(x−1) + buf(x); output.split(x, x_outer, x_inner, 8, TailStrategy::GuardWithIf); buf.compute_at(output, x_outer); Halide is a good comparison point for our eforts, since it is widely adopted in industry to produce performance-competitive code.

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