Supercomputer Race: Tricky to Boost System Speed
IBM calls Roadrunner, which cost Los Alamos $120 million, a "hybrid" architecture because it uses three kinds of processors. Basic computing is done on an off-the-shelf, 3,250-node network, with each node consisting of two dual-core Opteron microprocessors from Advanced Micro Devices Inc.
But Roadrunner's magic comes from a network of 13,000 "accelerators" in the form of Cell Broadband Engines originally developed for the Sony PlayStation 3 video game console and later enhanced by IBM. Each Cell chip contains an IBM Power processor core surrounded by eight simple processing elements.
The Cells are optimized for image processing and mathematical operations, which are central to many scientific applications. A Cell can work on all the elements in a well-defined string or vector, ideal for the matrix math in the Linpack benchmark. Los Alamos says the Cells speed up computation by a factor of four to nine over what the Opterons alone could do. Nevertheless, the lab says it expects its production programs to run at sustained speeds of 20% to 50% of the celebrated 1 petaflops benchmark results.
The advantages of using three kinds of processors come at a cost. Just as the Linpack code had to be optimized for the machine, so do most other programs. A recent report from Los Alamos said this of the effort required to get an important simulation tool to run on Roadrunner: "Accelerating the Monte Carlo code called Milagro took many months, several false starts and modifications of 10% to 30% of the code." But in the end, the lab said, Milagro ran six times faster with the Cell chips than without them, and that was "a crucial achievement for the acceptance of Roadrunner."
Andrew White, Roadrunner project director at Los Alamos, told Computerworld that the effort to port and optimize code for Roadrunner was "less than we thought it would be" after programmers got some experience with it. A program with "tens of thousands of lines of code" is taking about one man-year to get going on the supercomputer, he said.