Developer Reference

  • 0.10
  • 10/21/2020
  • Public Content
Contents

Summary Statistics Functionality

Functionality
DPC++ CPU
DPC++ GPU
C CPU
C OpenMP Offload GPU
Fortran CPU
Fortran OpenMP Offload GPU
min
Yes
No
Yes
No
Yes
No
max
Yes
No
Yes
No
Yes
No
raw sum
2nd order raw sum
3rd order raw sum
4th order raw sum
Yes
No
Yes
No
Yes
No
2nd order central sum
3rd order central sum
4th order central sum
Yes
No
Yes
No
Yes
No
mean
2nd order raw moment
3rd order raw moment
4th order raw moment
Yes
No
Yes
No
Yes
No
2nd order central moment
3rd order central moment
4th order central moment
Yes
No
Yes
No
Yes
No
kurtosis
Yes
No
Yes
No
Yes
No
skewness
Yes
No
Yes
No
Yes
No
variation coefficient
Yes
No
Yes
No
Yes
No
covariance matrix
No
No
Yes
No
Yes
No
correlation matrix
No
No
Yes
No
Yes
No
cross-product matrix
No
No
Yes
No
Yes
No
pooled covariance matrix
No
No
Yes
No
Yes
No
pooled mean
No
No
Yes
No
Yes
No
group covariance matrix
No
No
Yes
No
Yes
No
group mean
No
No
Yes
No
Yes
No
quantiles
No
No
Yes
No
Yes
No
order statistics
No
No
Yes
No
Yes
No
robust covariance matrix
No
No
Yes
No
Yes
No
ouliers detection
No
No
Yes
No
Yes
No
partial covariance matrix
No
No
Yes
No
Yes
No
partial covariance matrix
No
No
Yes
No
Yes
No
missing values
No
No
Yes
No
Yes
No
parameterized correlation matrix
No
No
Yes
No
Yes
No
stream quantiles
No
No
Yes
No
Yes
No
mean absolute deviation
No
No
Yes
No
Yes
No
median absolute deviation
No
No
Yes
No
Yes
No
sorted observations
No
No
Yes
No
Yes
No

Product and Performance Information

1

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 reserverd 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