Basic HTML version of Foils prepared 17 November 1998

Foil 92 The GRAPE N-Body Machine

From Master Foilset for HPC Achitecture Overview CPS615 Basic Simulation Track for Computational Science -- Fall Semester 98. by Geoffrey C. Fox

Description of GRAPE 4 5 and 6 Machines:1 to 200 Teraflops
N body problems (e.g. Newton's laws for one million stars in a globular cluster) can have succesful special purpose devices
See GRAPE (GRAvity PipE) machine (Sugimoto et al. Nature 345 page 90,1990)
  • Essential reason is that such problems need much less memory per floating point unit than most problems
  • Globular Cluster: 10^6 computations per datum stored
  • Finite Element Iteration: A few computations per datum stored
  • Rule of thumb is that one needs one gigabyte of memory per gigaflop of computation in general problems and this general design puts most cost into memory not into CPU.
Note GRAPE uses EXACTLY same parallel algorithm that one finds in the books (e.g. Solving Problems on Concurrent Processors) for N-body problems on classic distributed memory MIMD machines



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