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  1. Computing Quantiles for Streaming Data | Intel® Developer Zone

    https://software.intel.com/en-us/node/497951

    Summary Statistics provides a method for computing quantiles that supports ... array elements with ranks deviating from the rank of accurate deciles by not ... The only element in the array is the user-defined error e, set to 0.00001 in this example. ... size block_n ... status = vsldSSCompute( task, VSL_SS_STREAM_QUANTS, ...

  2. Task Status and Error Reporting | Intel® Developer Zone

    https://software.intel.com/en-us/node/521932

    Task Destructors. vslConvDeleteTask/vslCorrDeleteTask. Task Copy. vslConvCopyTask/vslCorrCopyTask .... Array of parameters for the outlier detection algorithm is not defined. ... Array of the quantile orders for streaming data is not defined.

  3. sslnotes.pdf (376.96 KB)

    https://software.intel.com/sites/default/files/managed/54/bf/sslnotes.pdf

    Intel's compilers may or may not optimize to the same degree for non-Intel microprocessors for ..... status = vsldSSCompute( task, VSL_SS_COV| VSL_SS_COR, ... order of the raw moment required for the computation is defined by the .... Quantiles in the array are packed component by component, starting from the first ...

  4. Intel(R) Summary Statistics Library

    https://software.intel.com/sites/default/files/m/2/8/9/8/1/14539-sslman.pdf

    The Vector Statistical Library (VSL) of the Intel® Math Kernel Library (Intel® MKL) proposes a set of routines for .... Array to hold quantile orders is not defined ...

  5. Overview of Summary Statistics (SS) in Intel® MKL | Intel ...

    https://software.intel.com/en-us/articles/overview-of-summary-statistics-ss-in-intel-mkl-v103

    Apr 7, 2011 ... It includes not only the most powerful computer, but also the best software ... Using VSL Summary Statistics algorithms, you can compute the basic ... or quantiles for your observation matrix, estimate dependencies in the dataset, ... of the Summary Statistics estimators to learn the structure of the data array.

  6. mkl-vsl-ss-overview.pdf (282.91 KB)

    https://software.intel.com/sites/default/files/article/180905/mkl-vsl-ss-overview.pdf

    Sep 13, 2012 ... Intel® MKL VSL Summary Statistics addresses ... moments, skewness, kurtosis, variation, quantiles, order statistics ... #define DIM 1 ... Array of accumulated weights */ .... Intel does not guarantee the availability, functionality, ...

  7. Intel(R) Summary Statistics Library Application Notes

    https://software.intel.com/sites/default/files/m/3/3/9/e/2/16815-ISSL_Application_Notes.pdf

    Intel reserves these for future definition and shall have no .... errcode = vsldSSEditMoments( task, Xmean, Raw2Mom,0,0,Central2Mom, 0, 0); ... Registration of an array of means is required in most cases even if we do not need to know the ..... Finally, the algorithm for computation of streaming quantiles accepts an array of.

  8. Computing Estimations for Large Datasets | Intel® Developer Zone

    https://software.intel.com/en-us/node/497929

    For this purpose, you need to allocate arrays and make them available to the ... This scaling does not impact the main diagonal of the correlation matrix, that is, the ... dataset */ #define DIM 3 /* dimension of the task */ #define N 1000 /* number of ... cross-product matrix into correlation matrix */ status = vsldSSCompute( task, ...

  9. Using the BACON Algorithm for Outlier Detection | Intel® Developer ...

    https://software.intel.com/en-us/node/497948

    Dealing with Missing Observations · Computing Quantiles for Streaming Data ... Define the initialization scheme of the algorithm. ... For details on the parameters, see Table Structure of the Array of BACON ... Expectedly, after all outliers are removed, the statistical estimates for the contaminated dataset are not biased.

  10. Computing Mean Absolute Deviation | Intel® Developer Zone

    https://software.intel.com/en-us/node/497932

    #include "mkl_vsl.h" #define DIM 3 /* dimension of the task */ #define N 1000 /* number ... median absolute deviation in observations */ status = vslsSSCompute( task, ... The size of the array to hold mean absolute deviations should be sufficient to ... buffer for estimate of mean (or corresponding sum) even if you do not need ...

  11. Intel® MKL 10.3 Release Notes | Intel® Developer Zone

    https://software.intel.com/en-us/articles/intel-mkl-103-release-notes

    Jun 26, 2012 ... This change will not impact users as the Intel compiler no longer requires the $ FPATH ... Linear, quadratic, cubic, step-wise const, and user-defined splines ... use cases for Intel MKL DFTI and FFTW; VSL: Improved the performance of .... on vector lengths which are a multiple of the number of MPI processes.

  12. Column sorting

    https://software.intel.com/en-us/forums/intel-math-kernel-library/topic/560525

    Jun 24, 2015 ... You need to define your needs accurately and completely before it makes sense ... Is there any array sorting subroutine that can be faster than dlsart2? ... tell what is computed and how to use it; I am not so familiar with quantile too, ... Fortran examples for Summary Statistics such as vsldstatsum.f or vsldcp.f.

  13. vslSSEditTask | Intel® Developer Zone

    https://software.intel.com/en-us/node/470780

    vslConvDeleteTask/vslCorrDeleteTask .... Otherwise, do not initialize the array. .... If you pass a user-defined array of prior parameters, set this parameter to ( p 2+3* p +4)/2, where p is ... Address of an array of quantile orders for streaming data.

  14. release-notesf-m-en-u9.pdf (394.75 KB)

    https://software.intel.com/sites/default/files/managed/e0/28/release-notesf-m-en-u9.pdf

    Jan 31, 2012 ... 3.5.2 Allocatable Arrays and OpenMP* PRIVATE or FIRSTPRIVATE . .... 4.2.24 Position Independent Code under XCode 4.2 / OS X 10.7 .... Error! Bookmark not defined. ...... VSL: Improved the performance of the single precision MT19937 and .... computation of quantiles (streaming data case), and 1PASS.

  15. Performing Robust Estimation of a Variance-Covariance Matrix ...

    https://software.intel.com/en-us/node/497939

    The parameters of the TBS algorithm are packed into the params array. ... # include "mkl_vsl.h" #define DIM 10 /* dimension of the task */ #define N 1000 ... rcov ); /* Compute the robust variance-covariance matrix */ status = vsldSSCompute( task, ... of a robust variance-covariance matrix and an array of means do not support ...

  16. release-notesc-cmac-update12.pdf (415.34 KB)

    https://software.intel.com/sites/default/files/managed/54/01/release-notesc-cmac-update12.pdf

    Aug 29, 2012 ... Intel® Cilk™ Plus Array Notations Semantics Change in update 6 . ...... The Intel compiler does not currently define the __GXX_EXPERIMENTAL_CXX0X__ macro in ..... quantiles and streaming quantiles, outliers detection algorithm, and ... 6) VSL: Improved performance of Multivariate Gaussian random ...

  17. Intel® C++ Composer XE 2011 for Mac OS* X Installation Guide and ...

    https://software.intel.com/sites/default/files/b6/df/37918

    Jul 21, 2011 ... __GXX_EXPERIMENTAL_CXX0X__ Macro Not Supported ................................... 12 ...... One such example is that the va_copy macro may not be defined in stdarg .h. ... compiler uses rank 2 because a[:] has array type ..... 6) VSL: Improved performance of Multivariate Gaussian random number generator for ...

  18. intel-mkl-in-depth-training.pdf (1.22 MB)

    https://software.intel.com/sites/default/files/0e/37/intel-mkl-in-depth-training.pdf

    Jun 26, 2012 ... (VSL). Tuned for Intel processors – current and future. Intel® AVX optimizations ..... Steps: create ->define Array Struct->reorder->factor->solve->delete .... Covariance SP Covariance DP Quantiles SP Quantiles DP ..... Intel does not guarantee the availability, functionality, or effectiveness of any optimization ...

  19. Intel® C++ Composer XE 2011 for Linux* Installation Guide and ...

    https://software.intel.com/sites/default/files/managed/1a/b0/release-notesc-clin-update12.pdf

    Apr 5, 2013 ... 1.3.3 IA-64 Architecture (Intel® Itanium®) Development Not .... Intel® Cilk™ Plus Array Notations Semantics Change in update 6 . ...... The Intel compiler does not currently define the __GXX_EXPERIMENTAL_CXX0X__ macro in ..... 13) VSL: Functions for saving/restoring random number generator (RNG) ...

  20. release-notesf-w-en-u5.pdf (483.58 KB)

    https://software.intel.com/sites/default/files/managed/d6/0a/release-notesf-w-en-u5.pdf

    Jul 25, 2011 ... 1.3.1 IA-64 Architecture (Intel® Itanium®) Development Not ...... 2.6.2 Documentation Issue with Multiple Visual Studio Versions ..... Rename of user- defined operators in USE .... VSL: Improved the performance of the single precision MT19937 .... computation of quantiles (streaming data case), and 1PASS.

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