Bit-balance: Model-Hardware Co-design for Accelerating NNs by Exploiting Bit-level Sparsity

Wenhao Sun, Zhiwei Zou, Deng Liu +3

Bit-serial architectures can handle Neural Networks (NNs) with different weight precisions, achieving higher resource efficiency compared with bit-parallel architectures. Besides,…