SimplePIM benchmark

Context

SimplePIM is a C-library developed by the SAFARI group at ETH in an attempt to simplify programming for PIM devices. The benchmarks consisted of five algorithms:

  • vector addition
  • logistic regression
  • linear regression
  • kmeans clustering
  • histogram

These algorithms have been implemented using the C++ BPL library for benchmarking purpose.

Code link

Reference

    Jinfan Chen, Juan Gómez-Luna, Izzat El Hajj, Yuxin Guo and Onur Mutlu, “SimplePIM: A Software Framework for Productive and Efficient In-Memory Processing” , International Conference on Parallel Architectures and Compilation Techniques (PACT), 2023 (arXiv)

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