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The Pablo and Fortran D integration project has developed general techniques for integrating dynamic performance data with information on compile-time transformations of data parallel programs to provide high-level performance analysis tools. These techniques have been validated with both research and commercial compilers, with robust support for the Portland Group's commercial HPF compiler.