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Indeed. Notice the last author. Halide has had transparent autodiff for some time now. I am guessing, this is follow-on work in the usual academic style. (N
by downut 5y ago
Indeed. Notice the last author.
Halide has had transparent autodiff for some time now. I am guessing, this is follow-on work in the usual academic style. (Not trivializing at all.)
I've been watching Halide for a while as I really like it, intuitively. Also it wasn't that hard to bring up on FreeBSD with a few patches, where it performs more or less exactly as on Linux when configured cpu only. That's solid generic programming, to say the least.
However... I have no recent decades experience with HPC but I would be surprised if dense tensor operations were a significant component of current workloads. Could be though!