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Gemmini: Enabling Systematic Deep-Learning Architecture Evaluation via Full-Stack Integration [article]

Hasan Genc, Seah Kim, Alon Amid, Ameer Haj-Ali, Vighnesh Iyer, Pranav Prakash, Jerry Zhao, Daniel Grubb, Harrison Liew, Howard Mao, Albert Ou, Colin Schmidt (+7 others)
2021 arXiv   pre-print
Gemmini generates a wide design-space of efficient ASIC accelerators from a flexible architectural template, together with flexible programming stacks and full SoCs with shared resources that capture system-level  ...  To address this challenge, we present Gemmini, an open-source*, full-stack DNN accelerator generator.  ...  CONCLUSION We present Gemmini, a full-stack, open-source generator of DNN accelerators that enables systematic evaluations of DNN accelerator architectures.  ... 
arXiv:1911.09925v3 fatcat:yftbmax3c5dqtfvovhyz57oihy