It's my pleasure to announce the next SciGPU seminar, to be given by Peter Lu:
"Orders-of-magnitude performance increases in GPU-accelerated
correlation of images from the International Space Station"
DATE: Monday, November 30, 2009
TIME: 12:30 PM (Pizza and drinks will be available from 12:15)
LOCATION: Maxwell Dworkin, Room 319, 33 Oxford Street, Cambridge
SPEAKER: Peter J. Lu, Harvard University Department of Physics
ABSTRACT: We implement image correlation, a fundamental component
of many real-time imaging and tracking systems, on a graphics
processing unit (GPU) using NVIDIAs CUDA. We use our code to analyze
images of liquid-gas phase separation in a model colloid-polymer
system, photographed in the absence of gravity aboard the
International Space Station (ISS). Our GPU code is 4000 times faster
than simple MATLAB code performing the same calculation on a central
processing unit (CPU), 130 times faster than simple C code, and 30
times faster than optimized C++ code using single-instruction,
multiple data (SIMD) extensions. The speed increases from these
parallel algorithms enable us to analyze images downlinked from the
ISS in a rapid fashion and send feedback to astronauts on orbit while
the experiments are still being run.
WWW:
physics.harvard.edu/~plu/
iic.harvard.edu
scigpu.org