vslSkipAheadStream

Developer Reference for Intel® oneAPI Math Kernel Library for C

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ID 766684

Date 11/07/2023

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vslSkipAheadStream

Initializes a stream using the block-splitting method.

Syntax

status = vslSkipAheadStream( stream, nskip);

Include Files

mkl.h

Input Parameters

Name	Type	Description
stream	VSLStreamStatePtr	Pointer to the stream state structure to which block-splitting method is applied
nskip	const long long int	Number of skipped elements

Description

The vslSkipAheadStream function skips a given number of elements in a random stream. This feature is particularly useful in distributing random numbers from original random stream across different computational nodes. If the largest number of random numbers used by a computational node is nskip, then the original random sequence may be split by vslSkipAheadStream into non-overlapping blocks of nskip size so that each block corresponds to the respective computational node. The number of computational nodes is unlimited. This method is known as the block-splitting method or as the skip-ahead method. (see Figure "Block-Splitting Method").

Block-Splitting Method

The skip-ahead method is supported only for those basic generators that allow skipping elements by the skip-ahead method, which is more efficient than simply generating them by generator with subsequent manual skipping. See VS Notes for details.

Please note that for quasi-random basic generators the skip-ahead method works with components of quasi-random vectors rather than with whole quasi-random vectors. Therefore, to skip NS quasi-random vectors, set the nskip parameter equal to the NS*DIMEN, where DIMEN is the dimension of the quasi-random vector. If this operation results in exceeding the period of the quasi-random number generator, which is 2³²-1, the library returns the VSL_RNG_ERROR_QRNG_PERIOD_ELAPSED error code.

The following code illustrates how to initialize three independent streams using the vslSkipAheadStream function:

Code for Block-Splitting Method

VSLStreamStatePtr stream1;
VSLStreamStatePtr stream2;
VSLStreamStatePtr stream3;

/* Creating the 1st stream
*/
status = vslNewStream(&stream1, VSL_BRNG_MCG31, 174);

/* Skipping ahead by 7 elements the 2nd stream */
status = vslCopyStream(&stream2, stream1);
status = vslSkipAheadStream(stream2, 7);

/* Skipping ahead by 7 elements the 3rd stream */
status = vslCopyStream(&stream3, stream2);
status = vslSkipAheadStream(stream3, 7);

/* Generating random numbers
*/
...
/* Deleting the streams
*/
status = vslDeleteStream(&stream1);
status = vslDeleteStream(&stream2);
status = vslDeleteStream(&stream3);
...

Return Values

VSL_ERROR_OK, VSL_STATUS_OK: Indicates no error, execution is successful.
VSL_ERROR_NULL_PTR: stream is a NULL pointer.
VSL_RNG_ERROR_BAD_STREAM: stream is not a valid random stream.
VSL_RNG_ERROR_SKIPAHEAD_UNSUPPORTED: BRNG does not support the Skip-Ahead method.
VSL_RNG_ERROR_QRNG_PERIOD_ELAPSED: Period of the quasi-random number generator is exceeded.

Parent topic: Service Routines

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Developer Reference for Intel® oneAPI Math Kernel Library for C

vslSkipAheadStream

Syntax

Include Files

Input Parameters

Description

Code for Block-Splitting Method

Return Values