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Full state-of-the-art blas/lapack support #12

@cnuernber

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@cnuernber

An integration wtih magma would provide state of the art lapack support for cuda and rocm platforms.

This, along with jna bindings to lapack in tech.compute would I think be enough to enable a good portion of scientific computing to happen across multiple backends assuming the basic tensor ops were implemented for the various backends (currently only assignment is done).

A very interesting potential side project. Integrating lapack and magma into tvm I think would be well received by the tvm and magma communities. That could happen independent of tvm-clj and the results would be easily used then from the tvm-clj system.

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