BookmarkSubscribeRSS Feed
ytz
Calcite | Level 5 ytz
Calcite | Level 5

Is the Apply function multi-threaded?

More generally, what is multi-threaded in IML?

Thanks!

1 REPLY 1
Rick_SAS
SAS Super FREQ

The documentation for the APPLY function says

"Although the APPLY function is provided as a convenience, it is usually unnecessary to use it. It is often more efficient to write your functions to take vector, rather than scalar, arguments."

I agree: multithreaded or not, it is more efficient to vectorize your code. In general, well written vectorized code that uses matrix and vector computations will give you the most performance. When possible, avoid writing loops that iterate over the rows and columns of matrices.

I've written several blogs (and a book) about how to vectorize SAS/IML programs. Here are two Getting Started articles:

How to vectorize computations in a matrix language - The DO Loop

http://blogs.sas.com/content/iml/2013/05/22/timing-performance-vectorization/

Some matrix operations in IML are multithreaded, but I don't think there is a list anywhere that documents which functions are multithreaded.

sas-innovate-2024.png

Don't miss out on SAS Innovate - Register now for the FREE Livestream!

Can't make it to Vegas? No problem! Watch our general sessions LIVE or on-demand starting April 17th. Hear from SAS execs, best-selling author Adam Grant, Hot Ones host Sean Evans, top tech journalist Kara Swisher, AI expert Cassie Kozyrkov, and the mind-blowing dance crew iLuminate! Plus, get access to over 20 breakout sessions.

 

Register now!

Multiple Linear Regression in SAS

Learn how to run multiple linear regression models with and without interactions, presented by SAS user Alex Chaplin.

Find more tutorials on the SAS Users YouTube channel.

From The DO Loop
Want more? Visit our blog for more articles like these.
Discussion stats
  • 1 reply
  • 728 views
  • 0 likes
  • 2 in conversation