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A case for PIM support in general-purpose compilers

Sadeghi, P ; Sharif University of Technology | 2022

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  1. Type of Document: Article
  2. DOI: 10.1109/MDAT.2021.3095225
  3. Publisher: IEEE Computer Society , 2022
  4. Abstract:
  5. This work presents a case for general support for processing-in-memory (PIM) in compilers and puts forth an approach to face it along with a simple model. The ultimate goal of the work is to implement the features in a general-purpose compiler that can compile for any homogeneous ISA system, so the benefits from PIM are not limited to niche use-cases. © 2013 IEEE
  6. Keywords:
  7. Analytical Modelling ; PIM ; Simulation ; Bandwidth ; Memory architecture ; 3D die stacking ; Consumer applications ; Graph processing ; High performance computers ; Memory access latency ; Neural network application ; Performance Model ; Processing in memory ; Program compilers
  8. Source: IEEE Design and Test ; Volume 39, Issue 2 , 2022 , Pages 84-89 ; 21682356 (ISSN)
  9. URL: https://ieeexplore.ieee.org/document/9481304