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Comment by vatican_banker

> numerical algebra work [...] is mostly embarrassingly parallel

It's the exact opposite, most numerical linear algebra is _not_ embarrassingly parallel and requires quite an effort to code properly.

That is why BLAS/LAPACK is popular and there are few competing implementations.

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