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Published on: September 8, 2023
604
Quantum ESPRESSO: One Further Step toward the Exascale.
Ivan Carnimeo1, Fabio Affinito2, Stefano Baroni1,3
1SISSA, Scuola Internazionale Superiore di Studi Avanzati, via Bonomea 265, 34136 Trieste, Italy.
Journal of Chemical Theory and Computation
|July 31, 2023
Summary
Quantum ESPRESSO now efficiently runs on GPUs, accelerating electronic-structure calculations. Performance benchmarks show significant speedups on various GPU architectures, enhancing computational materials science.
Area of Science:
- Computational physics and chemistry
- Materials science
- Quantum mechanics
Background:
- Quantum ESPRESSO is a popular open-source suite for electronic-structure calculations.
- Traditional calculations are computationally intensive, limiting system sizes and simulation times.
- The increasing availability of Graphics Processing Units (GPUs) offers potential for significant acceleration.
Purpose of the Study:
- To review the current status of GPU porting for Quantum ESPRESSO.
- To highlight recent advancements in accelerating the software suite.
- To present performance benchmarks of GPU-accelerated codes.
Main Methods:
- Utilizing OpenACC and CUDA Fortran for code offloading to GPUs.
- Focusing on the porting of main Quantum ESPRESSO codes, including linear-response functionalities.
- Conducting extensive performance benchmarks across diverse GPU-accelerated architectures.
Main Results:
- Successful porting of key Quantum ESPRESSO codes to GPUs has been achieved.
- Demonstrated significant performance improvements, particularly for linear-response calculations.
- Extensive benchmarks provide insights into performance gains on various GPU hardware.
Conclusions:
- GPU acceleration via OpenACC and CUDA Fortran is effectively implemented in Quantum ESPRESSO.
- The enhanced suite offers substantial speedups for electronic-structure calculations.
- This advancement is expected to benefit researchers in computational materials science and related fields.
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