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Intel® Math Kernel Library (Intel® MKL) helps you achieve maximum performance with a math computing library of highly optimized, extensively threaded routines. The library has C and Fortran interfaces for most routines. You can also find comprehensive support for several math operations including:
Intel® Math Kernel Library features highly optimized, threaded, and vectorized functions to maximize performance on each processor family. And it's the fastest and most-used math library for Intel®-based systems. 1; Intel® MPI Library focuses on enabling MPI applications to perform better for clusters based on Intel® architecture. One Solution for Multiple Environments. Intel® Math Kernel Library (Intel® MKL) optimizes code with minimal effort for future generations of Intel® processors. It is compatible with your choice of compilers, languages, operating systems, and linking and threading models. Features highly optimized, threaded, and vectorized math functions. Feb 05, 2019 At Apache MXNet (Incubating) we want to make sure that it's easy for users to install our framework. On the other hand, the recent requirement on OSX 10.13 prevents us from offering hassle-free binary distribution on Mac with MKL-DNN opt. Intel Math Kernel Library (MKL) Math.NET Numerics is designed such that performance-sensitive algorithms can be swapped with alternative implementations by the concept of providers. There is currently only a provider for linear algebra related routines, but there are plans to add additional more e.g. Related to nonlinear optimization problems. Intel math kernel library free download - Intel Math Kernel Library for Linux, Intel MPI Library for Linux, Intel MPI Library, and many more programs. Enter to Search. My Profile Logout.
- Linear algebra
- Fast Fourier transforms (FFT)
- Vector math
- Direct and iterative sparse solvers
- Random number generators
Step 1: Install Intel MKL
- From an application suite:
Intel MKL installs as a part of these suites:
Intel® Parallel Studio XE (download from this page)
- From a repository:
Download Intel MKL from one of these repositories.
- As a standalone package:
Intel MKL is also provided as a standalone package under the Community Licensing Program.
Step 2: Select a function/routine
Select a function or routine from the Intel MKL library that is best suited for your problem. Use these resources:
The Developer Guide contains detailed information on several topics including:
|
The Developer Reference (in C and Fortran formats) contains detailed descriptions of the functions and interfaces for all library domains. |
Use the LAPACK Function Finding Advisor to explore LAPACK routines that are useful for a particular problem. For example, if you specify an operation as:
The advisor displays the descriptions of several routines that match the requested operation. You can compare the results and select an appropriate routine for the operation. |
Step 3: Link your code
Use the Intel MKL Link Line Advisor to configure the link command according to your program features.
Training and Additional Documentation
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Use these resources to learn more about Intel MKL:
Intel MKL Training courses | |
Tutorial: Using Intel® Math Kernel Library for Matrix Multiplication | This tutorial demonstrates how you can use Intel MKL to multiply matrices, measure the performance of matrix multiplication, and control threading. |
The release notes contain information specific to the latest release of Intel MKL including new and changed features. The release notes include links to principal online information resources related to the release. You can also find information on:
| |
Related documentation, such as performance data, application notes, and examples. | |
The Intel MKL product page. See this page for support and online documentation. |
Note
To access the documentation offline, you can download it from:
Notices and Disclaimers
Intel, the Intel logo, Intel Atom, Intel Core, Intel Xeon Phi, VTune and Xeon are trademarks of Intel Corporation in the U.S. and/or other countries.
*Other names and brands may be claimed as the property of others.
© Intel Corporation.
Intel Mkl Reference Manual
This software and the related documents are Intel copyrighted materials, and your use of them is governed by the express license under which they were provided to you (License). Unless the License provides otherwise, you may not use, modify, copy, publish, distribute, disclose or transmit this software or the related documents without Intel's prior written permission.
Intel Math Kernel Library Mac
This software and the related documents are provided as is, with no express or implied warranties, other than those that are expressly stated in the License.
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Optimization Notice |
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Intel's compilers may or may not optimize to the same degree for non-Intel microprocessors for optimizations that are not unique to Intel microprocessors. These optimizations include SSE2, SSE3, and SSSE3 instruction sets and other optimizations. Intel does not guarantee the availability, functionality, or effectiveness of any optimization on microprocessors not manufactured by Intel. Microprocessor-dependent optimizations in this product are intended for use with Intel microprocessors. Certain optimizations not specific to Intel microarchitecture are reserved for Intel microprocessors. Please refer to the applicable product User and Reference Guides for more information regarding the specific instruction sets covered by this notice. Notice revision #20110804 |