Re:The Tensor Algebra Compiler
by ianai on Wednesday November 01, 2017 @02:10PM
(#15603922)
Is there a list of applications this may be especially geared toward? I’m a little out of practice and this seems interesting.
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I don't know of an explicit list like this, but some areas that we are particularly interested in are: data analytics (tensor factorization), machine learning (anything sparse including perhaps sparse neural networks), and scientific computing/graphics (general relativity, quantum mechanics such as QCD, finite element simulations, and apparently nuclear physics). It is particularly suited anywhere you have sparse matrices or tensors.