mkl_umath
Package implementing NumPy's UFuncs based on SVML and MKL VML
BSD-3-CLAUSE License
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Published by oleksandr-pavlyk about 3 years ago
Released version of mkl_umath.
The package implements numpy.ufunc instances which are powered by Intel(R) Math Kernel Library's Vector Math component and Intel(R) C Compiler generated calls to Intel(R) Short Vector Math Library functions for appropriate data types.
The package provides for a way to register typed evaluation loops provided by this package with the numpy.ufunc instances, thus monkey patching NumPy for improved performance (e.g. mkl_umath.use_in_numpy() and mkl_umath.restore().)
Supported types can be queries using attributes of numpy.ufunc instance:
In [44]: mkl_umath.multiply.types
Out[44]: ['ff->f', 'dd->d', 'FF->F', 'DD->D']
