Learn · CERN

Talk1 h 6 min

Software Aspects of IEEE Floating-Point Computations for Numerical Applications in High Energy Physics

Jeffrey Arnold · CERN

Watch At CERN

About

Floating-point computations are at the heart of much of the computing done in high energy physics. The correctness, speed and accuracy of these computations are of paramount importance. The lack of any of these characteristics can mean the difference between new, exciting physics and an embarrassing correction.

This talk will examine practical aspects of IEEE 754-2008 floating-point arithmetic as encountered in HEP applications. After describing the basic features of IEEE floating-point arithmetic, the presentation will cover:

common hardware implementations (SSE, x87)

techniques for improving the accuracy of summation, multiplication and data interchange

compiler options for gcc and icc affecting floating-point operations

hazards to be avoided

About the speaker

Jeffrey M Arnold is a Senior Software Engineer in the Intel Compiler and Languages group at Intel Corporation. He has been part of the Digital->Compaq->Intel compiler organization for nearly 20 years; part of that time, he worked on both low- and high-level math libraries. Prior to that, he was in the VMS Engineering organization at Digital Equipment Corporation. In the late 1980s, Jeff spent 2½ years at CERN as part of the CERN/Digital Joint Project. In 2008, he returned to CERN to spent 10 weeks working with CERN/openlab. Since that time, he has returned to CERN multiple times to teach at openlab workshops and consult with various LHC experiments. Jeff received his Ph.D. in physics from Case Western Reserve University.

.

0:00:00 Slide 1

0:03:17 Slide 2

0:06:33 Slide 3

The talk

  1. Software Aspects of IEEE Floating-Point Computations for Numerical Applications in High Energy Physics 2010-05-11 · 1 h 6 min · CERN's player

Credits and licence

Institution
CERN
Department
Computing Seminar
Speaker
Jeffrey Arnold
Year
2010
Language
English
Subjects
Computer science
Source
CERN
Licence
CERN, as CERN states it. CERN's terms
Attribution
© CERN. CERN provides its audiovisual media free of charge for educational and informational use, credited to CERN; this lecture is shown in CERN's own player.
Who can watch
CERN gives no rating. Invisible Network shows it to Tweens profiles and older, judged from what the source says about it. How courses are placed