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  • Angerd, Alexandra, 1988, et al. (author)
  • A GPU Register File using Static Data Compression
  • 2020
  • In: ACM International Conference Proceeding Series. - New York, NY, USA : ACM.
  • Conference paper (peer-reviewed)abstract
    • GPUs rely on large register files to unlock thread-level parallelism for high throughput. Unfortunately, large register files are power hungry, making it important to seek for new approaches to improve their utilization. This paper introduces a new register file organization for efficient register-packing of narrow integer and floating-point operands designed to leverage on advances in static analysis. We show that the hardware/software co-designed register file organization yields a performance improvement of up to 79%, and 18.6%, on average, at a modest output-quality degradation.
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  • Result 1-1 of 1
Type of publication
conference paper (1)
Type of content
peer-reviewed (1)
Author/Editor
Stenström, Per, 1957 (1)
Angerd, Alexandra, 1 ... (1)
Sintorn, Erik, 1980 (1)
University
Chalmers University of Technology (1)
Language
English (1)
Research subject (UKÄ/SCB)
Natural sciences (1)
Engineering and Technology (1)
Year
2020 (1)

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