Corpus ID: 123887275

Integrated compiler optimizations for tensor contractions

@inproceedings{Sadayappan2008IntegratedCO,
  title={Integrated compiler optimizations for tensor contractions},
  author={P. Sadayappan and X. Gao},
  year={2008}
}
This dissertation addresses several performance optimization issues in the context of the Tensor Contraction Engine (TCE), a domain-specific compiler to synthesize parallel, out-of-core programs for a class of scientific computations encountered in computational chemistry and physics. The domain of our focus is electronic structure calculations, where many computationally intensive components are expressible as a set of tensor contractions. These scientific applications are extremely compute… Expand

References

SHOWING 1-10 OF 50 REFERENCES
Global communication optimization for tensor contraction expressions under memory constraints
Complier Techniques for Efficient Parallelization of Out-of-Core Tensor Contractions
Integrated Loop Optimizations for Data Locality Enhancement of Tensor Contraction Expressions
Compilation Techniques for Out-of-Core Parallel Computations
Automated Operation Minimization of Tensor Contraction Expressions in Electronic Structure Calculations
Compiler support for out-of-core arrays on parallel machines
A Unified Framework for Optimizing Locality, Parallelism, and Communication in Out-of-Core Computations
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