ASPEN: Breaking Operator Barriers for Efficient Parallelization of Deep Neural Networks

Jongseok Park, Kyungmin Bin, Gibum Park, Sangtae Ha, Kyunghan Lee
2/12/2026

No official code found. Best implementation: cakeng/ASPEN (13 stars, last commit 2024-04-04).

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cakeng/ASPENCommunity54%

This is the proof-of-concept CPU implementation of ASPEN used for the NeurIPS'23 paper ASPEN: Breaking Operator Barriers for Efficient Parallelization of Deep Neural Networks.

132C, AssemblyJan 6, 20232 years ago

Cite this paper

@article{park2026aspen,
  title  = {ASPEN: Breaking Operator Barriers for Efficient Parallelization of Deep Neural Networks},
  author = {Jongseok Park and Kyungmin Bin and Gibum Park and Sangtae Ha and Kyunghan Lee},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:cc930c0691f1e20029931b2253fc7c5438275d0f},
  journal = {NEURIPS 2023 2023}
}

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