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Material Type: Lab; Professor: Cowles; Class: 22S - Computing in Statistics; Subject: Statistics and Actuarial Science; University: University of Iowa; Term: Fall 2007;
Typology: Lab Reports
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Computing in Statistics
Fall 2007, Lab 6
Using the GISolve Science Gateway to the TeraGrid
Dec. 4 and 5, 2007
We will have different groups of students run GISolve on different files.
Please
www.gisolve.org
Log in using your email address and password. Select the Bayesian Geostatistical Modelingtab. Examine the screen, but don’t enter anything yet.We will refer to the plot of speed ups (slide 37 on the TeraGrid talk handout) to determinehow many CPUs should be used for each of the three dataset sizes.
We will then decide
how to allocate the available resources among the groups.^ •^
number of CPUs is total number to be divided among all the chains you are runningat the site • make number of CPUs
per chain
a perfect square to use PLAPACK efficiently
-^ how big a perfect square determined by size of dataset (see graph of speedups innext slide) • run more than one chain on a site if enough CPUs are available –^ helps in assessing convergence
-^ generates more samples per unit time if CPUs are available –^ samples from different chains are independent Please fill in below what is agreed on for your group. Resource _____________
No of CPUs _______________
No of chains _____________
Resource _____________
No of CPUs _______________
No of chains _____________
specify maximum wall clock time^ –^ must be long enough for the number of requested iterations to finish^ –^ must not run past the end of the reserved time on resource • submit job • click “Visualize output” periodically to view plots of accumulating samples • download zip files of plots and numeric output