Digamma

The implementation of DiGamma: Domain-aware Genetic Algorithm for HW-Mapping Co-optimization for DNN Accelerators, youtube.

The implementation is integrated in GAMMA. For more detail please look at GAMMA-PE-Mapping-Co-Exploration.

Citation

@inproceedings{gamma,
    author       = {Kao, Sheng-Chun and Krishna, Tushar},
    title        = {GAMMA: Automating the HW Mapping of DNN Models on Accelerators via Genetic Algorithm},
    booktitle     = {ICCAD},
  year          = {2020}
}

@inproceedings{digamma,
title={DiGamma: Domain-aware Genetic Algorithm for HW-Mapping Co-optimization for DNN Accelerators},
author={Kao, Sheng-Chun and Pellauer, Michael and Parashar, Angshuman and Krishna, Tushar},
booktitle     = {DATE},
year={2022}
}