152 citations · 152 across the 2 of their papers we have counts for
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cs.LG2022
A Closer Look at Hardware-Friendly Weight Quantization
Sungmin Bae, Piotr Zielinski, Satrajit Chatterjee
Quantizing a Deep Neural Network (DNN) model to be used on a custom accelerator with efficient fixed-point hardware implementations, requires satisfying many stringent hardware-fri…
cs.LG2020★ 152 cited
Chip Placement with Deep Reinforcement Learning
Azalia Mirhoseini, Anna Goldie, Mustafa Yazgan +19
In this work, we present a learning-based approach to chip placement, one of the most complex and time-consuming stages of the chip design process. Unlike prior methods, our approa…