Intel Numerical Libraries¶
Intel libraries for high performance in numerical computing.
Intel Math Kernel Library¶
Intel Math Kernel Library (Intel MKL) is a library of math kernel subroutines, extensively threaded and optimized for maximum performance. Intel MKL unites and provides these basic components: BLAS, LAPACK, ScaLapack, PARDISO, FFT, VML, VSL, Data fitting, Feast Eigensolver, and many more.
$ ml mkl **or** ml imkl
For more information, see the Intel MKL section.
Intel Integrated Performance Primitives¶
Intel Integrated Performance Primitives version 7.1.1, compiled for AVX is available via the
ipp module. IPP is a library of highly optimized algorithmic building blocks for media and data applications. This includes signal, image, and frame processing algorithms, such as FFT, FIR, Convolution, Optical Flow, Hough transform, Sum, MinMax, and many more.
$ ml ipp
For more information, see the Intel IPP section.
Intel Threading Building Blocks¶
Intel Threading Building Blocks (Intel TBB) is a library that supports scalable parallel programming using standard ISO C++ code. It does not require special languages or compilers. It is designed to promote scalable data parallel programming. Additionally, it fully supports nested parallelism, so you can build larger parallel components from smaller parallel components. To use the library, you specify tasks, not threads, and let the library map tasks onto threads in an efficient manner.
$ ml tbb
Read more at the Intel TBB.