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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.
Re:The Tensor Algebra Compiler by fredrikbk on Wednesday November 01, 2017 @02:15PM (#15603971)
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.