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Parallel Vector & Signal Processing
CodeSourcery, LLC September 26, 2002
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Overview VSIPL++ is a C++ library for: Vector processing
Signal processing Applications: Missile systems Radar arrays
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Objectives Performance Parallelism Portability Rapid Development
Proven techniques from POOMA Parallelism SPMD Portability Standard ISO C++, MPI Rapid Development High-level abstractions
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Development Plan Specification Development Reference Implementation
Substantially complete Reference Implementation Serial implementation at proof-of-concept stage Parallel implementation in FY 2003 Optimized Vendor Implementations Not yet underway
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Background: VSIPL C library for vector and signal-processing applications Multiple vendor implementations VSIPL++ Additions: Parallelism Simpler syntax Extensibility VSIPL and its goals will be described by Mark Richards (GTRI) in the previous talk.
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C a A conjug(A)t + b C
BLAS zherk Routine zherk performs a rank-k update of Hermitian matrix C: C a A conjug(A)t + b C Matrix<complex<double> > A(10,15); Matrix<complex<double> > C(10,10); C = alpha * prodh(A,A) + beta * C; // Matrices and data automatically destroyed.
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Development Benefits Automatic parallelism
No explicit MPI calls Code uses mathematical notation Automatic memory allocation Fewer opportunities for error. Reduced development costs Reduced development time
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Contact Information Mark Mitchell Jeffrey Oldham
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Parallel Vector & Signal Processing
CodeSourcery, LLC September 26, 2002
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